## Warning: package 'ggplot2' was built under R version 3.2.4
##
## Call:
## lm(formula = DTover ~ DTzscores[, 2] + DTzscores[, 3] + DTzscores[,
## 4] + DTzscores[, 5] + DTzscores[, 6] + DTzscores[, 7] + DTzscores[,
## 8] + DTzscores[, 9] + DTzscores[, 10] + DTzscores[, 11] +
## DTzscores[, 12] + DTzscores[, 13] + DTzscores[, 14] + DTzscores[,
## 15] + DTzscores[, 16], data = DTzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068512 -0.027153 0.002203 0.029318 0.075070
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.062e-15 3.076e-03 0.000 1.000
## DTzscores[, 2] 6.740e-02 5.491e-03 12.275 < 2e-16 ***
## DTzscores[, 3] 5.082e-02 5.220e-03 9.735 < 2e-16 ***
## DTzscores[, 4] 1.869e-01 4.050e-03 46.146 < 2e-16 ***
## DTzscores[, 5] 4.967e-02 5.147e-03 9.650 < 2e-16 ***
## DTzscores[, 6] 4.447e-01 6.204e-03 71.678 < 2e-16 ***
## DTzscores[, 7] 1.173e-01 5.479e-03 21.401 < 2e-16 ***
## DTzscores[, 8] 1.473e-03 3.241e-03 0.454 0.650
## DTzscores[, 9] -1.502e-03 3.923e-03 -0.383 0.702
## DTzscores[, 10] 3.986e-03 3.606e-03 1.105 0.271
## DTzscores[, 11] 1.676e-01 4.081e-03 41.060 < 2e-16 ***
## DTzscores[, 12] 2.962e-01 4.318e-03 68.599 < 2e-16 ***
## DTzscores[, 13] 1.926e-01 5.718e-03 33.691 < 2e-16 ***
## DTzscores[, 14] 3.907e-02 5.064e-03 7.715 4.27e-12 ***
## DTzscores[, 15] 1.724e-01 6.674e-03 25.836 < 2e-16 ***
## DTzscores[, 16] 1.395e-03 3.686e-03 0.378 0.706
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0356 on 118 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9987
## F-statistic: 7040 on 15 and 118 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = DTover ~ DTReduced[, 2] + DTReduced[, 3] + DTReduced[,
## 4] + DTReduced[, 5] + DTReduced[, 6] + DTReduced[, 7] + DTReduced[,
## 8] + DTReduced[, 9] + DTReduced[, 10] + DTReduced[, 11] +
## DTReduced[, 12], data = DTReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066775 -0.031300 0.003309 0.029588 0.070440
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.063e-15 3.050e-03 0.000 1
## DTReduced[, 2] 6.741e-02 5.350e-03 12.600 < 2e-16 ***
## DTReduced[, 3] 5.045e-02 5.059e-03 9.972 < 2e-16 ***
## DTReduced[, 4] 1.881e-01 3.868e-03 48.624 < 2e-16 ***
## DTReduced[, 5] 5.040e-02 4.866e-03 10.359 < 2e-16 ***
## DTReduced[, 6] 4.452e-01 6.070e-03 73.341 < 2e-16 ***
## DTReduced[, 7] 1.168e-01 5.404e-03 21.610 < 2e-16 ***
## DTReduced[, 8] 1.662e-01 3.892e-03 42.710 < 2e-16 ***
## DTReduced[, 9] 2.955e-01 4.181e-03 70.674 < 2e-16 ***
## DTReduced[, 10] 1.929e-01 5.562e-03 34.685 < 2e-16 ***
## DTReduced[, 11] 4.036e-02 4.860e-03 8.303 1.61e-13 ***
## DTReduced[, 12] 1.721e-01 6.372e-03 27.009 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03531 on 122 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 9761 on 11 and 122 DF, p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 4, 2, 4, 1, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 15.861800 9.713893 -0.8833043 13.991373 -6.245736 -1.378956
## 2 -9.134048 -2.757379 18.5623106 12.379222 144.800303 36.705897
## 3 12.319184 7.775418 0.5912496 28.155496 28.169790 12.175303
## 4 30.823140 19.802940 -24.1046459 48.815116 10.829088 -13.275222
## 5 -7.778083 -4.055970 19.6549770 -1.930002 26.376473 27.711677
## Injury Stamina Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 6.9989058 5.569156 2.242341 5.197719 15.61108 -1.055128
## 2 2.1764112 27.810291 33.599540 27.783105 7.39353 33.574066
## 3 2.2762316 23.655117 6.890388 27.898089 27.73122 10.838009
## 4 0.8377286 24.291662 -10.226125 12.437493 152.85787 -32.626529
## 5 4.2435192 6.925233 24.426439 8.281646 -20.05813 34.344378
## Pursuit Play.Recognition Hit.Power
## 1 7.514322 -9.987950 23.320320
## 2 42.223067 151.781478 -22.752357
## 3 34.079326 26.928052 9.901737
## 4 25.380597 3.957973 10.980530
## 5 17.218073 34.844434 6.515486
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 1 1 5 3
## Awareness Tackle Injury Stamina
## 2 5 1 3
## Toughness Power.Moves Finesse.Moves Block.Shedding
## 5 3 4 5
## Pursuit Play.Recognition Hit.Power
## 3 2 1
##
## Within cluster sum of squares by cluster:
## [1] 7767.3604 904.6622 5128.0100 0.0000 5568.2007
## (between_SS / total_SS = 86.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 3 clusters of sizes 3, 4, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 -0.22866986 -0.19081298 0.6652809 -0.08122546 0.3018225 0.7421937
## 2 0.68629852 0.66870840 -0.2600651 0.65373281 0.0392112 -0.1135275
## 3 0.03355375 0.07822585 0.1857673 0.30370755 0.6585416 0.4195859
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 0.2277582 -0.2895130 0.7782748 0.3356184 0.4016463
## 2 0.2379078 0.6012486 -0.2190733 0.2969063 -0.0297317
## 3 0.5523858 0.1288064 0.3447809 0.6083855 0.6555369
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 2 2 1 2
## Awareness Tackle Power.Moves Finesse.Moves
## 3 1 3 2
## Block.Shedding Pursuit Play.Recognition
## 1 3 3
##
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
## (between_SS / total_SS = 78.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = DTover ~ DTzscores[, 2] + DTzscores[, 3] + DTzscores[,
## 4] + DTzscores[, 5] + DTzscores[, 6] + DTzscores[, 7] + DTzscores[,
## 8] + DTzscores[, 9] + DTzscores[, 10] + DTzscores[, 11] +
## DTzscores[, 12] + DTzscores[, 13] + DTzscores[, 14] + DTzscores[,
## 15] + DTzscores[, 16], data = DTzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068512 -0.027153 0.002203 0.029318 0.075070
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.062e-15 3.076e-03 0.000 1.000
## DTzscores[, 2] 6.740e-02 5.491e-03 12.275 < 2e-16 ***
## DTzscores[, 3] 5.082e-02 5.220e-03 9.735 < 2e-16 ***
## DTzscores[, 4] 1.869e-01 4.050e-03 46.146 < 2e-16 ***
## DTzscores[, 5] 4.967e-02 5.147e-03 9.650 < 2e-16 ***
## DTzscores[, 6] 4.447e-01 6.204e-03 71.678 < 2e-16 ***
## DTzscores[, 7] 1.173e-01 5.479e-03 21.401 < 2e-16 ***
## DTzscores[, 8] 1.473e-03 3.241e-03 0.454 0.650
## DTzscores[, 9] -1.502e-03 3.923e-03 -0.383 0.702
## DTzscores[, 10] 3.986e-03 3.606e-03 1.105 0.271
## DTzscores[, 11] 1.676e-01 4.081e-03 41.060 < 2e-16 ***
## DTzscores[, 12] 2.962e-01 4.318e-03 68.599 < 2e-16 ***
## DTzscores[, 13] 1.926e-01 5.718e-03 33.691 < 2e-16 ***
## DTzscores[, 14] 3.907e-02 5.064e-03 7.715 4.27e-12 ***
## DTzscores[, 15] 1.724e-01 6.674e-03 25.836 < 2e-16 ***
## DTzscores[, 16] 1.395e-03 3.686e-03 0.378 0.706
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0356 on 118 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9987
## F-statistic: 7040 on 15 and 118 DF, p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 4, 2, 4, 1, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 15.861800 9.713893 -0.8833043 13.991373 -6.245736 -1.378956
## 2 -9.134048 -2.757379 18.5623106 12.379222 144.800303 36.705897
## 3 12.319184 7.775418 0.5912496 28.155496 28.169790 12.175303
## 4 30.823140 19.802940 -24.1046459 48.815116 10.829088 -13.275222
## 5 -7.778083 -4.055970 19.6549770 -1.930002 26.376473 27.711677
## Injury Stamina Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 6.9989058 5.569156 2.242341 5.197719 15.61108 -1.055128
## 2 2.1764112 27.810291 33.599540 27.783105 7.39353 33.574066
## 3 2.2762316 23.655117 6.890388 27.898089 27.73122 10.838009
## 4 0.8377286 24.291662 -10.226125 12.437493 152.85787 -32.626529
## 5 4.2435192 6.925233 24.426439 8.281646 -20.05813 34.344378
## Pursuit Play.Recognition Hit.Power
## 1 7.514322 -9.987950 23.320320
## 2 42.223067 151.781478 -22.752357
## 3 34.079326 26.928052 9.901737
## 4 25.380597 3.957973 10.980530
## 5 17.218073 34.844434 6.515486
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 1 1 5 3
## Awareness Tackle Injury Stamina
## 2 5 1 3
## Toughness Power.Moves Finesse.Moves Block.Shedding
## 5 3 4 5
## Pursuit Play.Recognition Hit.Power
## 3 2 1
##
## Within cluster sum of squares by cluster:
## [1] 7767.3604 904.6622 5128.0100 0.0000 5568.2007
## (between_SS / total_SS = 86.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.55661998 0.41969477 0.01216471 0.01152055
## [1] 0.7206287 0.2793713
## [1] 0.1937661 0.0000000 0.6538191 0.1524148
## [1] 1
## [1] 0.373213309 0.234231788 0.007959488 0.384595416
## K-means clustering with 3 clusters of sizes 3, 4, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 -0.22866986 -0.19081298 0.6652809 -0.08122546 0.3018225 0.7421937
## 2 0.68629852 0.66870840 -0.2600651 0.65373281 0.0392112 -0.1135275
## 3 0.03355375 0.07822585 0.1857673 0.30370755 0.6585416 0.4195859
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 0.2277582 -0.2895130 0.7782748 0.3356184 0.4016463
## 2 0.2379078 0.6012486 -0.2190733 0.2969063 -0.0297317
## 3 0.5523858 0.1288064 0.3447809 0.6083855 0.6555369
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 2 2 1 2
## Awareness Tackle Power.Moves Finesse.Moves
## 3 1 3 2
## Block.Shedding Pursuit Play.Recognition
## 1 3 3
##
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
## (between_SS / total_SS = 78.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = DTover ~ DTReduced[, 2] + DTReduced[, 3] + DTReduced[,
## 4] + DTReduced[, 5] + DTReduced[, 6] + DTReduced[, 7] + DTReduced[,
## 8] + DTReduced[, 9] + DTReduced[, 10] + DTReduced[, 11] +
## DTReduced[, 12], data = DTReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066775 -0.031300 0.003309 0.029588 0.070440
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.063e-15 3.050e-03 0.000 1
## DTReduced[, 2] 6.741e-02 5.350e-03 12.600 < 2e-16 ***
## DTReduced[, 3] 5.045e-02 5.059e-03 9.972 < 2e-16 ***
## DTReduced[, 4] 1.881e-01 3.868e-03 48.624 < 2e-16 ***
## DTReduced[, 5] 5.040e-02 4.866e-03 10.359 < 2e-16 ***
## DTReduced[, 6] 4.452e-01 6.070e-03 73.341 < 2e-16 ***
## DTReduced[, 7] 1.168e-01 5.404e-03 21.610 < 2e-16 ***
## DTReduced[, 8] 1.662e-01 3.892e-03 42.710 < 2e-16 ***
## DTReduced[, 9] 2.955e-01 4.181e-03 70.674 < 2e-16 ***
## DTReduced[, 10] 1.929e-01 5.562e-03 34.685 < 2e-16 ***
## DTReduced[, 11] 4.036e-02 4.860e-03 8.303 1.61e-13 ***
## DTReduced[, 12] 1.721e-01 6.372e-03 27.009 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03531 on 122 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 9761 on 11 and 122 DF, p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 3, 4, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 -0.22866986 -0.19081298 0.6652809 -0.08122546 0.3018225 0.7421937
## 2 0.68629852 0.66870840 -0.2600651 0.65373281 0.0392112 -0.1135275
## 3 0.03355375 0.07822585 0.1857673 0.30370755 0.6585416 0.4195859
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 0.2277582 -0.2895130 0.7782748 0.3356184 0.4016463
## 2 0.2379078 0.6012486 -0.2190733 0.2969063 -0.0297317
## 3 0.5523858 0.1288064 0.3447809 0.6083855 0.6555369
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 2 2 1 2
## Awareness Tackle Power.Moves Finesse.Moves
## 3 1 3 2
## Block.Shedding Pursuit Play.Recognition
## 1 3 3
##
## Within cluster sum of squares by cluster:
## [1] 0.6635977 1.1210287 1.5681831
## (between_SS / total_SS = 78.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.3778626 0.2346324 0.3875050
## [1] 0.1453554 0.1087847 0.1086769 0.6371830
## [1] 0.54038307 0.20173330 0.04898891 0.20889472
## OVR Speed Acceleration Strength Agility Awareness
## 1 0.5992623 0.9373257 0.8925093 -0.8765396 0.7172610 0.62545947
## 2 1.2909346 -0.7904959 -0.5129204 0.9677800 0.1030052 1.04749261
## 3 -0.8297581 0.4033648 0.3840726 -0.4844150 0.1179870 -0.96843854
## 4 1.9442251 1.2968724 1.0889392 0.9561032 1.8735074 0.80941580
## 5 -0.2714931 -0.6414838 -0.6641888 0.2676392 -0.7020314 0.09174085
## Tackle Injury Stamina Toughness Power.Moves Finesse.Moves
## 1 -0.211594245 -0.3511507 0.5829579 0.07735523 0.2471384 1.0962700
## 2 1.502923010 0.4731418 0.4940118 0.33439184 0.6920181 -0.3180806
## 3 -0.683897436 0.1049595 -0.4761407 -0.48459364 -0.2833730 0.2601242
## 4 0.989168716 0.4259685 1.8542360 1.06175077 2.0869468 0.9910483
## 5 0.001999353 -0.1721898 -0.2858501 0.09108629 -0.4169040 -0.6866663
## Block.Shedding Pursuit Play.Recognition Hit.Power
## 1 -0.5886913 0.4762549 0.5320860 -0.2757562
## 2 1.3870436 1.1821585 1.1415972 -0.1762138
## 3 -0.6171016 -0.4027762 -1.0324180 0.3479837
## 4 1.1072004 1.6649638 0.8021291 1.0989841
## 5 0.1087200 -0.4953854 0.1507383 -0.3000083
## Speed Acceleration Strength Agility Awareness Tackle
## 1 0.59410353 0.55344218 -1.1204461 0.6169592 0.01674963 -0.5492664
## 2 -0.02254687 -0.07672831 0.5242973 -0.2526915 -0.45533423 0.3965191
## 3 -1.02982933 -1.08807130 0.5576001 -0.5739672 0.50732162 0.9921004
## 4 0.77708294 0.87066904 -0.2235339 0.6314173 -0.76118075 -0.6381320
## 5 -0.34765261 -0.26451319 0.3109027 -0.3743273 0.65659304 -0.2010055
## Injury Stamina Toughness Power.Moves Finesse.Moves
## 1 -0.7859514 0.3287279 -0.4090190 0.51852527 0.5344986
## 2 0.2948458 -0.2284841 0.1344232 -0.09577871 -0.5603012
## 3 -0.4197555 -0.3061252 -0.1873707 0.07566397 -0.7415409
## 4 0.7224336 -0.1918205 -0.3348944 -0.19212975 1.1000007
## 5 0.3080982 0.3042415 0.6896906 -0.36415664 -0.1482105
## Block.Shedding Pursuit Play.Recognition Hit.Power
## 1 -0.6592391 0.20395491 -0.1127242 -0.2383139
## 2 0.7152227 -0.19665270 -0.4332536 0.7468845
## 3 0.8248801 0.45980915 0.7065190 -0.6738166
## 4 -0.7491468 -0.01265631 -0.7828824 0.5651239
## 5 -0.2267897 -0.36198532 0.6227298 -0.4685967
## OVR Speed Acceleration Strength Agility Awareness
## 1 -0.6461476 0.6177286 0.5935187 -0.8829925 0.5365975 -0.7051580
## 2 1.3344873 -0.8630711 -0.5426456 1.0199364 0.1005963 1.0761969
## 3 0.1150118 -0.3410625 -0.4898008 0.1200445 -0.3631067 0.5318284
## 4 1.4097959 1.2475228 1.2229941 -0.1003036 1.3719005 0.7980930
## 5 -0.9302530 -0.4795546 -0.4017260 0.3286699 -0.9159369 -0.9472871
## Tackle Power.Moves Finesse.Moves Block.Shedding Pursuit
## 1 -0.86129814 -0.2641085 0.7931567 -0.98362786 -0.2908068
## 2 1.54351594 0.7517568 -0.3180806 1.41955867 1.1979793
## 3 -0.01931194 -0.2816606 -0.3525848 -0.03775794 -0.1484202
## 4 0.52690178 1.4392043 1.0859646 0.24462498 1.2606204
## 5 -0.12586838 -0.5341643 -0.8322604 0.25114681 -0.8052536
## Play.Recognition
## 1 -0.8612646
## 2 1.1765139
## 3 0.5421935
## 4 0.7821604
## 5 -0.8357236
## Speed Acceleration Strength Agility Awareness Tackle
## 1 0.1498634 0.08174466 -0.6825717 0.2775457 0.0891090 -0.4636967
## 2 -1.4255760 -1.13293048 0.5936979 -0.7337794 0.2223236 1.0178042
## 3 -0.3925690 -0.45725502 0.4059430 -0.3324237 0.5578505 0.3565256
## 4 1.0379112 1.03069817 -0.9052640 0.9556595 -0.5328482 -0.7927779
## 5 0.5589325 0.54208768 0.9236637 -0.3298933 -0.8340068 0.1092759
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 0.47259173 0.4068060 -0.4892387 0.08422692 0.0736196
## 2 0.09055191 -0.8032008 0.9975313 0.58487016 0.5887076
## 3 -0.24777388 -0.4443278 0.3056415 -0.19098203 0.4393707
## 4 -0.25655973 1.0923604 -0.9995678 0.08479583 -0.7144074
## 5 -0.02252217 -0.4261092 0.5507162 -0.40544941 -0.6666950
## Overall Tackling Speed Awareness
## 1 -0.8867003 -1.0683259 0.6317481 -0.7809466
## 2 1.7193716 1.2513940 0.2869633 1.1660440
## 3 0.1284800 0.2321817 -0.5400134 0.3261913
## 4 0.5890272 -0.5970276 1.0455788 0.4860471
## 5 -0.8982100 0.1200537 -0.6615848 -0.7990358
## Tackling Speed Awareness
## 1 -0.9254978 0.7266092 0.1988886
## 2 -0.1206774 -0.1637237 0.2844011
## 3 0.6544091 -0.9281635 0.2737544
## 4 -0.5681365 1.2491347 -0.6809982
## 5 0.7432532 -0.1915631 -0.5516901
## Overall Acceleration Awareness Agility Finesse Pass Rushing
## 1 -0.01868488 0.6352388 -0.1492576 -0.3920208 1.5207888
## 2 1.21976834 -0.5052180 1.0687772 0.5875682 -0.2967158
## 3 -0.24100621 -0.6555088 0.1483697 -0.4234939 -0.6140723
## 4 1.48033821 1.1917574 0.7953725 1.5961785 1.0350242
## 5 -1.04495862 0.3275758 -1.1366859 -0.2168235 -0.3383772
## Tackling
## 1 -0.70722999
## 2 1.12319685
## 3 0.07275649
## 4 0.26686665
## 5 -0.45910787
## Acceleration Awareness Agility Finesse Pass Rushing Tackling
## 1 -0.4457016 0.24747760 0.24747760 0.4548967 -0.5041503
## 2 0.7875589 -0.70968072 -0.70968072 -0.1020140 0.7338165
## 3 -0.7791489 0.45980870 0.45980870 -0.7023512 0.5618826
## 4 0.7976644 -0.65196686 -0.65196686 1.3801402 -0.8738709
## 5 0.7367643 0.06203012 0.06203012 -0.3635584 -0.4972661
## Tackling Speed Awareness
## Ndamukong Suh -0.053391505 -0.11229492 0.165686428
## Nick Hayden -0.281408416 -0.53123077 0.812639182
## Joe Vellano 0.098927219 -0.50153116 0.402603942
## Domata Peko -0.385539418 -0.57331510 0.958854522
## Star Lotulelei 0.898835344 -0.97159671 0.072761362
## Tony McDaniel -0.052899367 -0.44079643 0.493695793
## Alan Branch 0.350627225 -0.66348130 0.312854073
## Darius Kilgo 1.203084810 -0.04207850 -1.161006311
## Steve McLendon -0.013639696 -0.21694554 0.230585238
## Danny Shelton 1.106260175 -1.13820410 0.031943923
## Davon Coleman -0.440458184 1.67098134 -1.230523158
## Chris Whaley -1.224444203 1.12098926 0.103454947
## Grady Jarrett -0.476575196 0.99636404 -0.519788846
## Dominique Hamilton 0.190535937 -0.31025667 0.119720733
## Caraun Reid -1.055152423 1.12537346 -0.070221039
## Letroy Guion -0.935737980 0.24402704 0.691710936
## Stacy McGee -0.171073670 -0.01173375 0.182807419
## Jerrell Powe 0.720024118 -0.97186501 0.251840894
## Ahtyba Rubin 0.389523183 -1.07416750 0.684644318
## Ian Williams 0.587300585 -0.68294400 0.095643416
## Doug Worthington -0.119086601 -0.06111234 0.180198940
## Chigbo Anunoby 0.796643787 -0.46297189 -0.333671894
## Paul Soliai 0.264939610 -0.78181633 0.516876720
## Sean Lissemore -0.439884195 -0.13141753 0.571301725
## Terrell McClain 0.284670669 -0.36640411 0.081733440
## Micanor Regis -0.592788430 1.12180813 -0.529019700
## Al Woods 0.561382526 -0.42904400 -0.132338524
## Aaron Donald -0.142005291 0.57970971 -0.437704419
## Bennie Logan 0.313534253 -0.46630510 0.152770848
## Corbin Bryant -0.588877919 0.60518955 -0.016311632
## Tyrone Crawford -0.784486351 0.73354203 0.050944320
## Justin Hamilton -0.593850721 0.67570198 -0.081851263
## Christo Bilukidi -0.690809642 1.65775379 -0.966944149
## Alameda Ta'amu 0.940205209 -0.94710270 0.006897496
## David Parry 0.806081645 -0.40877378 -0.397307861
## Jared Odrick -1.022640729 0.44243455 0.580206181
## Deandre Coleman 0.564729287 0.11552116 -0.680250446
## Earl Mitchell -1.496316989 0.83753878 0.658778205
## Jimmy Staten 0.780942566 0.12005074 -0.900993305
## Marcus Hardison -0.735450299 2.27681396 -1.541363659
## Kwame Geathers 0.929020931 -0.80393412 -0.125086815
## Stefan Charles -0.665401594 0.40506210 0.260339494
## Akeem Spence -0.580878987 1.12392416 -0.543045172
## Abry Jones -0.547808967 0.61644878 -0.068639816
## Ricky Lumpkin 0.219746469 -0.35612677 0.136380301
## Josh Chapman 0.688502974 -0.89776521 0.209262235
## Glenn Dorsey -0.310766649 0.57012787 -0.259361225
## Geno Atkins -0.730510752 0.03007003 0.700440726
## Pat Sims 0.148508326 -0.61487565 0.466367326
## Marcell Dareus 0.441019815 -0.42481365 -0.016206169
## Ishmaa'ily Kitchen 0.641682757 -0.66301803 0.021335271
## Markus Kuhn -0.225173491 0.18853748 0.036636013
## Christian Ringo -0.830153904 1.42633740 -0.596183499
## Chris Jones -0.291262926 -0.05973388 0.350996803
## Justin Ellis 0.286499738 -0.40609328 0.119593539
## Brandon Mebane 0.217116474 -0.91673933 0.699622858
## D'Anthony Smith -0.898686973 1.03407492 -0.135387946
## Ziggy Hood -1.232280292 1.22731628 0.004964011
## Brandon Deaderick -0.289804167 -0.26421230 0.554016468
## Quinton Dial 0.519055217 -0.66657818 0.147522958
## Damon Harrison 1.035901874 -1.49359950 0.457697630
## Kyle Love -0.161943943 -0.23300349 0.394947434
## Jermelle Cudjo -0.722853228 0.62344113 0.099412093
## Clinton McDonald -0.719175579 0.20057041 0.518605173
## Jay Bromley -0.061378668 0.53361349 -0.472234825
## Antonio Johnson -0.438580103 0.04780173 0.390778374
## Brandon Thompson 0.202834445 -0.13783450 -0.064999948
## Brodrick Bunkley 0.448311736 -0.97046768 0.522155947
## Eddie Goldman 0.272017830 0.06178736 -0.333805189
## Ryan Carrethers 1.095479268 -0.51572281 -0.579756457
## Chris Baker -0.521421149 0.20580058 0.315620565
## Deon Simon 1.298504113 -0.40422424 -0.894279868
## Jordan Hill -0.935812873 1.45719309 -0.521380217
## Haloti Ngata 0.588297581 -1.39180194 0.803504359
## Kyle Williams -0.007708504 -0.97571541 0.983423910
## Phil Taylor 0.439175826 -0.52259678 0.083420958
## Dontari Poe 0.521712230 -0.43145941 -0.090252823
## John Jenkins 0.806903372 -0.82017361 0.013270239
## Daniel McCullers 1.015974801 -0.89552856 -0.120446243
## C.J. Mosley -0.016799102 -0.57824668 0.595045781
## Dwan Edwards -0.457148511 -0.50421636 0.961364868
## Anthony Johnson -0.397720895 0.81615944 -0.418438543
## Henry Melton -1.570424563 0.92452015 0.645904417
## B.J. Raji 0.209464603 -0.72919532 0.519730714
## Kenrick Ellis 0.761732314 -0.79026727 0.028534953
## Ra'Shede Hageman 0.453155925 0.52684263 -0.979998552
## Mike Pennel 0.089685798 0.04269238 -0.132378175
## Michael Brockers 0.306725740 -0.40408736 0.097361617
## Linval Joseph 0.624386167 -0.66716736 0.042781198
## Carl Davis 0.693320758 0.09540413 -0.788724888
## Matthew Masifilo 0.072590070 -0.18723114 0.114641070
## Louis Trinca-Pasat -0.808568124 0.50552787 0.303040256
## Jonathan Babineaux -0.907043001 0.80368059 0.103362413
## Sen'Derrick Marks -1.315779876 0.67563175 0.640148129
## Gabe Wright -0.692401815 1.91228619 -1.219884373
## Kawann Short -0.547198771 0.63737207 -0.090173296
## Jesse Williams 1.207269893 -0.29248211 -0.914787783
## Angelo Blackson -0.114774816 0.56760904 -0.452834228
## Jabaal Sheard -0.967847039 1.45684188 -0.488994838
## A.J. Francis 0.260276583 0.38155482 -0.641831401
## Sylvester Williams -0.587066437 0.69457255 -0.107506110
## Roy Miller 0.154135116 -0.57705309 0.422917976
## Sharrif Floyd -0.212264801 0.28870370 -0.076438901
## Tyrunn Walker -1.353601370 1.45237246 -0.098771093
## Tom Johnson -1.087886920 0.43628209 0.651604825
## Mitch Unrein -0.471131096 0.27861987 0.192511226
## Devon Still -0.180849929 0.33791636 -0.157066430
## Shamar Stephen 0.389090934 -0.21301779 -0.176073148
## Louis Nix III 0.841826708 -0.57107385 -0.270752860
## Brandon Williams 1.064669722 -1.16248723 0.097817505
## Will Sutton -0.424522065 0.27783808 0.146683983
## Montori Hughes 0.052995384 -0.01408758 -0.038907807
## Ken Bishop 1.003870140 -0.13978633 -0.864083814
## Michael Bennett -1.175655406 1.98437787 -0.808722468
## Dominique Easley -0.507984526 1.01508278 -0.507098251
## Lawrence Virgil 0.421694040 0.15389724 -0.575591281
## Marvin Austin Jr. -1.264790795 1.18604019 0.078750605
## Gerald McCoy -0.344202847 0.26132746 0.082875391
## Nick Fairley -0.026370727 0.21987137 -0.193500648
## Charles Tuaau 0.859102216 -0.35680686 -0.502295358
## Jordan Phillips 0.757576898 -0.09889732 -0.658679577
## Wade Keliikipi 0.812225195 -0.56873390 -0.243491292
## Ricky Havili-Heimuli 0.757104981 -0.64957600 -0.107528986
## Sealver Siliga 0.711662569 -1.19532993 0.483667359
## Terrance Knighton 0.564652160 -0.63835334 0.073701178
## Robert Thomas 0.917225486 -0.52063889 -0.396586596
## Sammie Hill -0.304131723 -0.23030083 0.534432554
## Beau Allen 0.577610151 -0.40529770 -0.172312446
## Malcom Brown -0.315623862 0.63843305 -0.322809183
## Vince Wilfork 0.785964644 -1.75796883 0.972004186
## Johnathan Hankins 0.672732638 -0.89896573 0.226233095
## Corey Peters -0.896604313 0.38739288 0.509211428
## Colin Cole -0.394090153 -0.11023226 0.504322417
## Dan Williams 1.113342696 -1.60984861 0.496505914
## Acceleration Awareness Agility
## Ndamukong Suh -0.31333934 0.0398535871 0.0398535871
## Nick Hayden -0.32346564 0.9801426349 0.9801426349
## Joe Vellano -0.72722958 0.4158119803 0.4158119803
## Domata Peko -1.53108567 1.3660662183 1.3660662183
## Star Lotulelei -1.82529965 0.3636401208 0.3636401208
## Tony McDaniel -1.05834520 0.6334093583 0.6334093583
## Alan Branch -0.26241941 0.4706471607 0.4706471607
## Darius Kilgo 0.85285067 -1.0592751104 -1.0592751104
## Steve McLendon -1.04739562 0.4075501499 0.4075501499
## Danny Shelton -1.49813887 0.2452845542 0.2452845542
## Davon Coleman 0.48340586 -1.1763299130 -1.1763299130
## Chris Whaley 1.38848527 -0.3111805490 -0.3111805490
## Grady Jarrett 1.30162707 -0.8895382629 -0.8895382629
## Dominique Hamilton -0.62161664 0.1614689521 0.1614689521
## Caraun Reid 1.60563806 -0.5570719331 -0.5570719331
## Letroy Guion -1.07015132 0.6948889564 0.6948889564
## Stacy McGee -0.05162144 0.1899069725 0.1899069725
## Jerrell Powe -0.28530501 0.2861640142 0.2861640142
## Ahtyba Rubin -0.83852684 1.0513576008 1.0513576008
## Ian Williams -0.44989266 0.3021993535 0.3021993535
## Doug Worthington -0.20613155 0.1138069072 0.1138069072
## Chigbo Anunoby -1.31636599 0.0345690629 0.0345690629
## Paul Soliai -0.32833851 0.8108105224 0.8108105224
## Sean Lissemore 0.52853954 0.4856799326 0.4856799326
## Terrell McClain 0.97382976 -0.0714776984 -0.0714776984
## Micanor Regis 0.82249134 -0.8196773452 -0.8196773452
## Al Woods 0.28090296 0.0452070824 0.0452070824
## Aaron Donald 1.32912201 -0.7336322246 -0.7336322246
## Bennie Logan -0.18307612 0.2793998964 0.2793998964
## Corbin Bryant 0.20257278 -0.0478640730 -0.0478640730
## Tyrone Crawford 0.89895404 -0.3428571876 -0.3428571876
## Justin Hamilton 0.83568248 -0.4568454015 -0.4568454015
## Christo Bilukidi 0.43571492 -0.8232987279 -0.8232987279
## Alameda Ta'amu -0.64571151 0.2986661420 0.2986661420
## David Parry 0.12771410 -0.2692982408 -0.2692982408
## Jared Odrick -0.41142727 0.4373643211 0.4373643211
## Deandre Coleman 1.25423873 -0.7732026937 -0.7732026937
## Earl Mitchell 1.32217440 0.2689711690 0.2689711690
## Jimmy Staten 0.71805325 -0.8810893865 -0.8810893865
## Marcus Hardison 1.66590545 -1.6976218367 -1.6976218367
## Kwame Geathers -0.89051273 0.1185533047 0.1185533047
## Stefan Charles -0.27111695 0.1664054576 0.1664054576
## Akeem Spence 0.32467900 -0.4328532211 -0.4328532211
## Abry Jones 0.09249087 -0.1510889054 -0.1510889054
## Ricky Lumpkin -0.68060834 0.2838785461 0.2838785461
## Josh Chapman -0.41661649 0.3925133041 0.3925133041
## Glenn Dorsey -0.74474375 0.1095280152 0.1095280152
## Geno Atkins 0.28860780 0.4302600903 0.4302600903
## Pat Sims 0.12289642 0.5326235562 0.5326235562
## Marcell Dareus -0.12836835 -0.0636034002 -0.0636034002
## Ishmaa'ily Kitchen -0.21476681 0.1137969343 0.1137969343
## Markus Kuhn 1.42778972 -0.0800491649 -0.0800491649
## Christian Ringo 1.56014501 -1.0979981269 -1.0979981269
## Chris Jones -0.63430469 0.4354592240 0.4354592240
## Justin Ellis 0.37806780 0.1660778541 0.1660778541
## Brandon Mebane -1.06013660 0.9299603387 0.9299603387
## D'Anthony Smith 0.52512589 -0.4714898116 -0.4714898116
## Ziggy Hood 0.57394100 0.0885487056 0.0885487056
## Brandon Deaderick -0.88913678 0.7458399758 0.7458399758
## Quinton Dial -0.99407218 0.3498725818 0.3498725818
## Damon Harrison -2.60295256 0.8572548563 0.8572548563
## Kyle Love -1.12377379 0.5903572471 0.5903572471
## Jermelle Cudjo 0.51421467 -0.1148123387 -0.1148123387
## Clinton McDonald 0.76267627 0.2683805624 0.2683805624
## Jay Bromley 1.13880399 -0.8151815719 -0.8151815719
## Antonio Johnson -0.49829278 0.4777343364 0.4777343364
## Brandon Thompson 0.23632844 -0.1335788724 -0.1335788724
## Brodrick Bunkley -0.57027658 0.9678183810 0.9678183810
## Eddie Goldman -0.44438109 -0.2722452361 -0.2722452361
## Ryan Carrethers -0.60672965 -0.3344689022 -0.3344689022
## Chris Baker 0.46715063 0.1336528686 0.1336528686
## Deon Simon 0.90391884 -0.8622881186 -0.8622881186
## Jordan Hill -0.36041847 -0.5321881902 -0.5321881902
## Haloti Ngata -1.41278596 1.1265031396 1.1265031396
## Kyle Williams -1.44206732 1.0771782186 1.0771782186
## Phil Taylor -0.31000500 0.1862157396 0.1862157396
## Dontari Poe 0.53555787 -0.1542771327 -0.1542771327
## John Jenkins -0.32821740 0.2259959486 0.2259959486
## Daniel McCullers -0.58436070 0.0547232716 0.0547232716
## C.J. Mosley -1.01795683 0.6519124718 0.6519124718
## Dwan Edwards -1.20375848 1.2464812746 1.2464812746
## Anthony Johnson 0.26376268 -0.5793916996 -0.5793916996
## Henry Melton 1.22075211 0.2642799745 0.2642799745
## B.J. Raji -0.47087300 0.6549503899 0.6549503899
## Kenrick Ellis -0.55744100 0.1539446142 0.1539446142
## Ra'Shede Hageman 0.81155500 -1.1168444134 -1.1168444134
## Mike Pennel 0.33735381 -0.1886651702 -0.1886651702
## Michael Brockers -0.19147564 0.1512657971 0.1512657971
## Linval Joseph -0.38744274 0.1589164467 0.1589164467
## Carl Davis 0.88302927 -0.8735863248 -0.8735863248
## Matthew Masifilo 0.86159345 0.0524339644 0.0524339644
## Louis Trinca-Pasat 1.82781163 -0.2158403263 -0.2158403263
## Jonathan Babineaux -0.58366519 0.4560386869 0.4560386869
## Sen'Derrick Marks -0.25244010 0.3317897221 0.3317897221
## Gabe Wright 0.85414512 -1.4244874945 -1.4244874945
## Kawann Short 0.22919571 -0.2890199890 -0.2890199890
## Jesse Williams 1.06397553 -0.9704123949 -0.9704123949
## Angelo Blackson 1.54392607 -0.7112619443 -0.7112619443
## Jabaal Sheard 1.00973931 -0.4457873184 -0.4457873184
## A.J. Francis 0.67310308 -0.7963026526 -0.7963026526
## Sylvester Williams 0.39347615 -0.1236813976 -0.1236813976
## Roy Miller 0.49506856 0.3841167141 0.3841167141
## Sharrif Floyd 0.41653912 -0.2441966058 -0.2441966058
## Tyrunn Walker -0.06032307 -0.1572120721 -0.1572120721
## Tom Johnson -1.28700736 0.5489185171 0.5489185171
## Mitch Unrein 0.79401645 0.0512048123 0.0512048123
## Devon Still 0.86510526 -0.3230726174 -0.3230726174
## Shamar Stephen 0.02128870 -0.1657216087 -0.1657216087
## Louis Nix III -0.87881595 -0.1356677693 -0.1356677693
## Brandon Williams -1.14664616 0.3378185411 0.3378185411
## Will Sutton -0.15096748 -0.0004338314 -0.0004338314
## Montori Hughes -0.14336557 -0.0950672629 -0.0950672629
## Ken Bishop 0.57643594 -0.9589193420 -0.9589193420
## Michael Bennett 0.75741691 -0.8999611186 -0.8999611186
## Dominique Easley 1.13160181 -0.8300475759 -0.8300475759
## Lawrence Virgil 1.94150480 -1.0335189374 -1.0335189374
## Marvin Austin Jr. 1.33080024 -0.2188547006 -0.2188547006
## Gerald McCoy -0.64111323 -0.0964389507 -0.0964389507
## Nick Fairley 0.36629090 -0.4394664674 -0.4394664674
## Charles Tuaau 0.24443849 -0.5434785530 -0.5434785530
## Jordan Phillips 0.64574502 -0.6598661484 -0.6598661484
## Wade Keliikipi -0.36781039 0.0568177257 0.0568177257
## Ricky Havili-Heimuli -0.50481996 0.1527072379 0.1527072379
## Sealver Siliga -1.44019075 0.7529630765 0.7529630765
## Terrance Knighton -0.21704815 0.2189485366 0.2189485366
## Robert Thomas 0.11962665 -0.3759910971 -0.3759910971
## Sammie Hill -0.21894218 0.5341826635 0.5341826635
## Beau Allen -0.37392721 -0.1011182421 -0.1011182421
## Malcom Brown 0.76856608 -0.6300739894 -0.6300739894
## Vince Wilfork -1.74466637 1.4185626805 1.4185626805
## Johnathan Hankins -1.04284828 0.3154314342 0.3154314342
## Corey Peters 0.14924533 0.4182239159 0.4182239159
## Colin Cole -1.44044258 0.7742734770 0.7742734770
## Dan Williams -0.94988954 0.7725898098 0.7725898098
## Finesse Pass Rushing Tackling
## Ndamukong Suh 0.043197449 0.190434714
## Nick Hayden -1.037333866 -0.599485760
## Joe Vellano -0.236262219 0.131867839
## Domata Peko -0.564703949 -0.636342818
## Star Lotulelei -0.252402429 1.350421838
## Tony McDaniel -0.122918510 -0.085555004
## Alan Branch -0.905069473 0.226194566
## Darius Kilgo -0.267655608 1.533355157
## Steve McLendon 0.192326709 0.039968616
## Danny Shelton -0.470714797 1.478284560
## Davon Coleman 2.311693449 -0.442439487
## Chris Whaley 0.588536257 -1.354660427
## Grady Jarrett 0.917458286 -0.440008826
## Dominique Hamilton 0.008663635 0.290015102
## Caraun Reid 0.708123906 -1.199618097
## Letroy Guion 0.674349982 -0.993976574
## Stacy McGee -0.104700108 -0.223492397
## Jerrell Powe -1.119649433 0.832626413
## Ahtyba Rubin -1.460969390 0.196781030
## Ian Williams -0.780387749 0.625881700
## Doug Worthington -0.015523300 -0.005958965
## Chigbo Anunoby 0.326221046 0.921006815
## Paul Soliai -1.272803857 -0.020478674
## Sean Lissemore -0.832735607 -0.667163802
## Terrell McClain -0.955655871 0.124781512
## Micanor Regis 1.353210672 -0.536347319
## Al Woods -0.791610789 0.420293668
## Aaron Donald 0.202805451 -0.064663010
## Bennie Logan -0.655865395 0.280141724
## Corbin Bryant 0.582195957 -0.689040595
## Tyrone Crawford 0.649777574 -0.863017238
## Justin Hamilton 0.645157704 -0.567149382
## Christo Bilukidi 2.035521307 -0.824638772
## Alameda Ta'amu -1.026783535 1.075162764
## David Parry -0.460755662 0.871638043
## Jared Odrick 0.667008261 -1.130309637
## Deandre Coleman -0.296392249 0.588558904
## Earl Mitchell 0.030966546 -1.891083283
## Jimmy Staten 0.086153156 0.957972371
## Marcus Hardison 2.535027203 -0.805688981
## Kwame Geathers -0.462964623 1.116370744
## Stefan Charles 0.629674524 -0.691368490
## Akeem Spence 1.319868060 -0.778840618
## Abry Jones 0.853286942 -0.643599997
## Ricky Lumpkin -0.139275121 0.252126372
## Josh Chapman -1.055962912 0.687552793
## Glenn Dorsey 0.965883415 -0.440195695
## Geno Atkins -0.309915362 -0.839212616
## Pat Sims -1.199453833 0.011310305
## Marcell Dareus -0.365535529 0.621110675
## Ishmaa'ily Kitchen -0.701341411 0.688514348
## Markus Kuhn -0.799644393 -0.468047000
## Christian Ringo 1.415098230 -0.779246982
## Chris Jones 0.104534292 -0.341148045
## Justin Ellis -0.915402885 0.205179377
## Brandon Mebane -0.966292269 0.166508187
## D'Anthony Smith 1.259969087 -0.842115354
## Ziggy Hood 0.964370904 -1.715409310
## Brandon Deaderick -0.275027640 -0.327515527
## Quinton Dial -0.398438664 0.692765682
## Damon Harrison -0.526194553 1.414637398
## Kyle Love 0.117220471 -0.174161179
## Jermelle Cudjo 0.551975624 -0.836565621
## Clinton McDonald -0.362712748 -0.936724646
## Jay Bromley 0.400035866 0.091523289
## Antonio Johnson 0.054578315 -0.511754209
## Brandon Thompson -0.214032334 0.244861641
## Brodrick Bunkley -1.542300591 0.176940404
## Eddie Goldman 0.575974370 0.412897189
## Ryan Carrethers -0.023347766 1.299015226
## Chris Baker -0.036415936 -0.698040429
## Deon Simon -0.601143029 1.421800427
## Jordan Hill 2.333255902 -0.908461048
## Haloti Ngata -1.493801984 0.653581661
## Kyle Williams -0.752941218 0.040652103
## Phil Taylor -0.573834238 0.511407763
## Dontari Poe -0.877189097 0.650185496
## John Jenkins -1.040638543 0.916864047
## Daniel McCullers -0.695099710 1.170013868
## C.J. Mosley -0.302821972 0.016953859
## Dwan Edwards -0.609729018 -0.679475049
## Anthony Johnson 1.214068179 -0.319047464
## Henry Melton 0.207010713 -1.956322770
## B.J. Raji -0.938231892 0.099204117
## Kenrick Ellis -0.708966467 0.958518242
## Ra'Shede Hageman 0.741236900 0.680896928
## Mike Pennel 0.003847819 0.036128716
## Michael Brockers -0.543752665 0.432696711
## Linval Joseph -0.657330617 0.726940463
## Carl Davis 0.080401041 0.783742343
## Matthew Masifilo -0.828839906 -0.137621475
## Louis Trinca-Pasat -0.455762058 -0.940368916
## Jonathan Babineaux 0.971489464 -1.299901647
## Sen'Derrick Marks 0.990146273 -1.401285616
## Gabe Wright 2.699081757 -0.704251886
## Kawann Short 0.882142114 -0.533297841
## Jesse Williams -0.583212586 1.460061847
## Angelo Blackson 0.026366138 -0.147768324
## Jabaal Sheard 1.188604955 -1.306769630
## A.J. Francis 0.554090138 0.365412088
## Sylvester Williams 0.624290497 -0.770403850
## Roy Miller -1.201742874 -0.061559112
## Sharrif Floyd 0.237432895 -0.165578806
## Tyrunn Walker 1.914729596 -1.539982379
## Tom Johnson 1.238482953 -1.049312624
## Mitch Unrein -0.217309058 -0.679117018
## Devon Still -0.017063802 -0.201896222
## Shamar Stephen -0.202820726 0.512975239
## Louis Nix III 0.075901937 1.074249548
## Brandon Williams -0.854952359 1.325961434
## Will Sutton 0.604224563 -0.452389419
## Montori Hughes 0.147426481 0.186073619
## Ken Bishop 0.086197458 1.255205285
## Michael Bennett 2.382332973 -1.339827641
## Dominique Easley 0.989505513 -0.461012175
## Lawrence Virgil -0.364925974 0.490459045
## Marvin Austin Jr. 0.650345795 -1.543436631
## Gerald McCoy 0.930711016 -0.096719885
## Nick Fairley 0.346337369 0.166304669
## Charles Tuaau -0.241187139 1.083705756
## Jordan Phillips -0.245595353 0.919582625
## Wade Keliikipi -0.741059486 0.995234425
## Ricky Havili-Heimuli -0.629015204 0.828420691
## Sealver Siliga -0.917397180 0.851661777
## Terrance Knighton -0.769201812 0.548352886
## Robert Thomas -0.423026300 1.055381846
## Sammie Hill -0.436706551 -0.412716600
## Beau Allen -0.144843771 0.721007463
## Malcom Brown 0.785345608 -0.293763711
## Vince Wilfork -1.869597873 0.777138886
## Johnathan Hankins -0.521388792 0.933374204
## Corey Peters 0.158542121 -1.144235282
## Colin Cole 0.348907082 -0.457011453
## Dan Williams -1.797038276 1.201748195
## K-means clustering with 5 clusters of sizes 25, 38, 31, 17, 23
##
## Cluster means:
## Tackling Speed Awareness
## 1 -0.9254978 0.7266092 0.1988886
## 2 -0.1206774 -0.1637237 0.2844011
## 3 0.6544091 -0.9281635 0.2737544
## 4 -0.5681365 1.2491347 -0.6809982
## 5 0.7432532 -0.1915631 -0.5516901
##
## Clustering vector:
## Ndamukong Suh Nick Hayden Joe Vellano
## 2 2 2
## Domata Peko Star Lotulelei Tony McDaniel
## 2 3 2
## Alan Branch Darius Kilgo Steve McLendon
## 3 5 2
## Danny Shelton Davon Coleman Chris Whaley
## 3 4 1
## Grady Jarrett Dominique Hamilton Caraun Reid
## 4 2 1
## Letroy Guion Stacy McGee Jerrell Powe
## 1 2 3
## Ahtyba Rubin Ian Williams Doug Worthington
## 3 3 2
## Chigbo Anunoby Paul Soliai Sean Lissemore
## 5 3 2
## Terrell McClain Micanor Regis Al Woods
## 2 4 5
## Aaron Donald Bennie Logan Corbin Bryant
## 4 2 1
## Tyrone Crawford Justin Hamilton Christo Bilukidi
## 1 1 4
## Alameda Ta'amu David Parry Jared Odrick
## 3 5 1
## Deandre Coleman Earl Mitchell Jimmy Staten
## 5 1 5
## Marcus Hardison Kwame Geathers Stefan Charles
## 4 3 1
## Akeem Spence Abry Jones Ricky Lumpkin
## 4 1 2
## Josh Chapman Glenn Dorsey Geno Atkins
## 3 1 2
## Pat Sims Marcell Dareus Ishmaa'ily Kitchen
## 2 3 3
## Markus Kuhn Christian Ringo Chris Jones
## 2 4 2
## Justin Ellis Brandon Mebane D'Anthony Smith
## 2 3 1
## Ziggy Hood Brandon Deaderick Quinton Dial
## 1 2 3
## Damon Harrison Kyle Love Jermelle Cudjo
## 3 2 1
## Clinton McDonald Jay Bromley Antonio Johnson
## 1 4 2
## Brandon Thompson Brodrick Bunkley Eddie Goldman
## 2 3 5
## Ryan Carrethers Chris Baker Deon Simon
## 5 2 5
## Jordan Hill Haloti Ngata Kyle Williams
## 4 3 3
## Phil Taylor Dontari Poe John Jenkins
## 3 5 3
## Daniel McCullers C.J. Mosley Dwan Edwards
## 3 2 2
## Anthony Johnson Henry Melton B.J. Raji
## 4 1 3
## Kenrick Ellis Ra'Shede Hageman Mike Pennel
## 3 5 2
## Michael Brockers Linval Joseph Carl Davis
## 2 3 5
## Matthew Masifilo Louis Trinca-Pasat Jonathan Babineaux
## 2 1 1
## Sen'Derrick Marks Gabe Wright Kawann Short
## 1 4 1
## Jesse Williams Angelo Blackson Jabaal Sheard
## 5 4 4
## A.J. Francis Sylvester Williams Roy Miller
## 5 1 2
## Sharrif Floyd Tyrunn Walker Tom Johnson
## 2 1 1
## Mitch Unrein Devon Still Shamar Stephen
## 2 2 5
## Louis Nix III Brandon Williams Will Sutton
## 5 3 2
## Montori Hughes Ken Bishop Michael Bennett
## 2 5 4
## Dominique Easley Lawrence Virgil Marvin Austin Jr.
## 4 5 1
## Gerald McCoy Nick Fairley Charles Tuaau
## 2 2 5
## Jordan Phillips Wade Keliikipi Ricky Havili-Heimuli
## 5 5 3
## Sealver Siliga Terrance Knighton Robert Thomas
## 3 3 5
## Sammie Hill Beau Allen Malcom Brown
## 2 5 4
## Vince Wilfork Johnathan Hankins Corey Peters
## 3 3 1
## Colin Cole Dan Williams
## 2 3
##
## Within cluster sum of squares by cluster:
## [1] 7.461492 9.077068 8.427932 8.142422 6.214891
## (between_SS / total_SS = 78.4 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 24, 20, 48, 23, 19
##
## Cluster means:
## Acceleration Awareness Agility Finesse Pass Rushing Tackling
## 1 -0.4457016 0.24747760 0.24747760 0.4548967 -0.5041503
## 2 0.7875589 -0.70968072 -0.70968072 -0.1020140 0.7338165
## 3 -0.7791489 0.45980870 0.45980870 -0.7023512 0.5618826
## 4 0.7976644 -0.65196686 -0.65196686 1.3801402 -0.8738709
## 5 0.7367643 0.06203012 0.06203012 -0.3635584 -0.4972661
##
## Clustering vector:
## Ndamukong Suh Nick Hayden Joe Vellano
## 1 3 3
## Domata Peko Star Lotulelei Tony McDaniel
## 3 3 3
## Alan Branch Darius Kilgo Steve McLendon
## 3 2 1
## Danny Shelton Davon Coleman Chris Whaley
## 3 4 4
## Grady Jarrett Dominique Hamilton Caraun Reid
## 4 3 4
## Letroy Guion Stacy McGee Jerrell Powe
## 1 1 3
## Ahtyba Rubin Ian Williams Doug Worthington
## 3 3 1
## Chigbo Anunoby Paul Soliai Sean Lissemore
## 3 3 5
## Terrell McClain Micanor Regis Al Woods
## 5 4 5
## Aaron Donald Bennie Logan Corbin Bryant
## 2 3 1
## Tyrone Crawford Justin Hamilton Christo Bilukidi
## 4 4 4
## Alameda Ta'amu David Parry Jared Odrick
## 3 2 1
## Deandre Coleman Earl Mitchell Jimmy Staten
## 2 5 2
## Marcus Hardison Kwame Geathers Stefan Charles
## 4 3 1
## Akeem Spence Abry Jones Ricky Lumpkin
## 4 1 3
## Josh Chapman Glenn Dorsey Geno Atkins
## 3 1 5
## Pat Sims Marcell Dareus Ishmaa'ily Kitchen
## 3 3 3
## Markus Kuhn Christian Ringo Chris Jones
## 5 4 1
## Justin Ellis Brandon Mebane D'Anthony Smith
## 5 3 4
## Ziggy Hood Brandon Deaderick Quinton Dial
## 4 3 3
## Damon Harrison Kyle Love Jermelle Cudjo
## 3 1 5
## Clinton McDonald Jay Bromley Antonio Johnson
## 5 2 1
## Brandon Thompson Brodrick Bunkley Eddie Goldman
## 5 3 1
## Ryan Carrethers Chris Baker Deon Simon
## 3 5 2
## Jordan Hill Haloti Ngata Kyle Williams
## 4 3 3
## Phil Taylor Dontari Poe John Jenkins
## 3 2 3
## Daniel McCullers C.J. Mosley Dwan Edwards
## 3 3 3
## Anthony Johnson Henry Melton B.J. Raji
## 4 5 3
## Kenrick Ellis Ra'Shede Hageman Mike Pennel
## 3 2 5
## Michael Brockers Linval Joseph Carl Davis
## 3 3 2
## Matthew Masifilo Louis Trinca-Pasat Jonathan Babineaux
## 5 5 1
## Sen'Derrick Marks Gabe Wright Kawann Short
## 1 4 4
## Jesse Williams Angelo Blackson Jabaal Sheard
## 2 2 4
## A.J. Francis Sylvester Williams Roy Miller
## 2 1 5
## Sharrif Floyd Tyrunn Walker Tom Johnson
## 5 4 1
## Mitch Unrein Devon Still Shamar Stephen
## 5 5 2
## Louis Nix III Brandon Williams Will Sutton
## 3 3 1
## Montori Hughes Ken Bishop Michael Bennett
## 1 2 4
## Dominique Easley Lawrence Virgil Marvin Austin Jr.
## 4 2 4
## Gerald McCoy Nick Fairley Charles Tuaau
## 1 2 2
## Jordan Phillips Wade Keliikipi Ricky Havili-Heimuli
## 2 3 3
## Sealver Siliga Terrance Knighton Robert Thomas
## 3 3 2
## Sammie Hill Beau Allen Malcom Brown
## 1 3 4
## Vince Wilfork Johnathan Hankins Corey Peters
## 3 3 1
## Colin Cole Dan Williams
## 1 3
##
## Within cluster sum of squares by cluster:
## [1] 19.32504 15.98019 54.83272 28.47504 17.84904
## (between_SS / total_SS = 65.9 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = DTClusterReducedReg[, 1] ~ DTClusterReducedReg[,
## 2] + DTClusterReducedReg[, 3] + DTClusterReducedReg[, 4],
## data = DTClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066818 -0.031294 0.003286 0.029612 0.070437
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.204e-15 2.955e-03 0.0 1
## DTClusterReducedReg[, 2] 4.978e-01 4.257e-03 116.9 <2e-16 ***
## DTClusterReducedReg[, 3] 4.638e-01 3.936e-03 117.8 <2e-16 ***
## DTClusterReducedReg[, 4] 8.239e-01 4.025e-03 204.7 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0342 on 130 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 3.814e+04 on 3 and 130 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = DTClusterFullReg[, 1] ~ DTClusterFullReg[, 2] +
## DTClusterFullReg[, 3] + DTClusterFullReg[, 4] + DTClusterFullReg[,
## 5] + DTClusterFullReg[, 6], data = DTClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068885 -0.027615 0.000653 0.029832 0.076529
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.175e-15 2.955e-03 0.00 1
## DTClusterFullReg[, 2] 1.208e-01 3.814e-03 31.69 <2e-16 ***
## DTClusterFullReg[, 3] 6.168e-01 3.554e-03 173.54 <2e-16 ***
## DTClusterFullReg[, 4] 2.558e-01 4.263e-03 60.01 <2e-16 ***
## DTClusterFullReg[, 5] 2.959e-01 3.629e-03 81.53 <2e-16 ***
## DTClusterFullReg[, 6] 5.005e-01 4.362e-03 114.75 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03421 on 128 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 2.288e+04 on 5 and 128 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = DTClusterReducedReg[, 1] ~ DTClusterReducedReg[,
## 2] + DTClusterReducedReg[, 3] + DTClusterReducedReg[, 4],
## data = DTClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.066818 -0.031294 0.003286 0.029612 0.070437
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.204e-15 2.955e-03 0.0 1
## DTClusterReducedReg[, 2] 4.978e-01 4.257e-03 116.9 <2e-16 ***
## DTClusterReducedReg[, 3] 4.638e-01 3.936e-03 117.8 <2e-16 ***
## DTClusterReducedReg[, 4] 8.239e-01 4.025e-03 204.7 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.0342 on 130 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 3.814e+04 on 3 and 130 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = DTClusterFullReg[, 1] ~ DTClusterFullReg[, 2] +
## DTClusterFullReg[, 3] + DTClusterFullReg[, 4] + DTClusterFullReg[,
## 5] + DTClusterFullReg[, 6], data = DTClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068885 -0.027615 0.000653 0.029832 0.076529
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.175e-15 2.955e-03 0.00 1
## DTClusterFullReg[, 2] 1.208e-01 3.814e-03 31.69 <2e-16 ***
## DTClusterFullReg[, 3] 6.168e-01 3.554e-03 173.54 <2e-16 ***
## DTClusterFullReg[, 4] 2.558e-01 4.263e-03 60.01 <2e-16 ***
## DTClusterFullReg[, 5] 2.959e-01 3.629e-03 81.53 <2e-16 ***
## DTClusterFullReg[, 6] 5.005e-01 4.362e-03 114.75 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.03421 on 128 degrees of freedom
## Multiple R-squared: 0.9989, Adjusted R-squared: 0.9988
## F-statistic: 2.288e+04 on 5 and 128 DF, p-value: < 2.2e-16
## Acceleration Awareness Agility Finesse Pass Rushing Tackling
## 1 -0.4457016 0.24747760 0.24747760 0.4548967 -0.5041503
## 2 0.7875589 -0.70968072 -0.70968072 -0.1020140 0.7338165
## 3 -0.7791489 0.45980870 0.45980870 -0.7023512 0.5618826
## 4 0.7976644 -0.65196686 -0.65196686 1.3801402 -0.8738709
## 5 0.7367643 0.06203012 0.06203012 -0.3635584 -0.4972661
## Tackling Speed Awareness
## 1 -0.9254978 0.7266092 0.1988886
## 2 -0.1206774 -0.1637237 0.2844011
## 3 0.6544091 -0.9281635 0.2737544
## 4 -0.5681365 1.2491347 -0.6809982
## 5 0.7432532 -0.1915631 -0.5516901
## Acceleration Awareness Agility Finesse Pass Rushing Tackling
## 1 -0.4457016 0.24747760 0.24747760 0.4548967 -0.5041503
## 2 0.7875589 -0.70968072 -0.70968072 -0.1020140 0.7338165
## 3 -0.7791489 0.45980870 0.45980870 -0.7023512 0.5618826
## 4 0.7976644 -0.65196686 -0.65196686 1.3801402 -0.8738709
## 5 0.7367643 0.06203012 0.06203012 -0.3635584 -0.4972661
## Power Rushing DT Quick Hitter Big Slow Gap Filler
## Ndamukong Suh 93.36248 91.58504 93.88371
## Nick Hayden 35.20707 33.78801 37.04345
## Joe Vellano 42.39152 39.10185 44.57977
## Domata Peko 38.03566 31.02748 39.39314
## Star Lotulelei 75.05504 70.74474 80.70454
## Tony McDaniel 58.59523 53.29918 59.93546
## Alan Branch 56.07149 58.35064 59.89959
## Darius Kilgo 17.58315 25.83327 20.75037
## Steve McLendon 72.36242 68.07226 72.84748
## Danny Shelton 42.71739 41.13064 50.84713
## Davon Coleman 36.48072 38.73845 26.60298
## Chris Whaley 28.81249 26.26342 23.02080
## Grady Jarrett 38.27392 40.16661 32.84458
## Dominique Hamilton 31.72158 29.59713 33.24852
## Caraun Reid 41.10839 40.54929 33.95553
## Letroy Guion 50.65599 38.97673 46.73818
## Stacy McGee 41.04536 39.64013 40.87319
## Jerrell Powe 35.74731 37.68803 42.65417
## Ahtyba Rubin 48.74808 49.26435 55.09825
## Ian Williams 59.83076 61.65136 64.70653
## Doug Worthington 35.18689 32.05350 35.90738
## Chigbo Anunoby 28.93967 29.84166 30.98333
## Paul Soliai 57.38157 60.14379 61.50147
## Sean Lissemore 52.41462 52.03440 52.97056
## Terrell McClain 52.84825 59.42075 55.47606
## Micanor Regis 29.38091 28.68569 23.46678
## Al Woods 48.21842 55.40859 51.37718
## Aaron Donald 90.57715 92.03067 89.72398
## Bennie Logan 60.16274 61.64395 63.33626
## Corbin Bryant 38.78583 36.65041 34.53234
## Tyrone Crawford 74.86237 73.16077 70.20662
## Justin Hamilton 29.46745 27.87019 25.75926
## Christo Bilukidi 42.82850 44.13747 32.06854
## Alameda Ta'amu 38.39334 41.48140 45.82980
## David Parry 27.18491 33.19250 30.40238
## Jared Odrick 76.45989 68.77229 72.39358
## Deandre Coleman 24.52222 33.28657 25.45442
## Earl Mitchell 69.87697 66.41856 63.54546
## Jimmy Staten 23.56885 30.87062 24.77486
## Marcus Hardison 33.29141 38.88580 21.44821
## Kwame Geathers 28.94440 30.59931 34.19849
## Stefan Charles 42.17302 36.10043 38.48897
## Akeem Spence 50.32964 51.46190 41.98426
## Abry Jones 34.68293 32.63624 29.87100
## Ricky Lumpkin 33.03859 31.81481 34.77961
## Josh Chapman 42.25218 45.44891 48.34164
## Glenn Dorsey 57.86577 56.07778 52.95458
## Geno Atkins 85.62399 82.31604 85.02172
## Pat Sims 46.95656 48.78543 51.18861
## Marcell Dareus 89.47283 89.75352 91.08209
## Ishmaa'ily Kitchen 34.83198 37.87312 39.33798
## Markus Kuhn 38.23261 44.10928 38.01735
## Christian Ringo 29.43687 29.51583 22.39282
## Chris Jones 39.30705 34.97405 38.61566
## Justin Ellis 46.07122 50.12826 49.48557
## Brandon Mebane 71.78860 68.86584 76.00885
## D'Anthony Smith 38.96997 33.96110 32.33481
## Ziggy Hood 63.45089 62.58619 53.36113
## Brandon Deaderick 32.73473 27.41327 33.76890
## Quinton Dial 47.96731 45.73755 52.81653
## Damon Harrison 73.53910 67.22581 80.67747
## Kyle Love 42.64032 36.86239 42.88298
## Jermelle Cudjo 42.03674 39.53070 37.25796
## Clinton McDonald 65.19323 63.68326 63.24766
## Jay Bromley 39.61382 42.26767 37.81110
## Antonio Johnson 44.43753 39.50577 43.32644
## Brandon Thompson 34.35481 36.16188 35.61134
## Brodrick Bunkley 53.62445 56.91801 59.51861
## Eddie Goldman 36.85725 36.76101 36.39360
## Ryan Carrethers 37.66580 42.84320 41.71902
## Chris Baker 59.19825 57.90218 56.84202
## Deon Simon 20.82138 32.01966 24.55391
## Jordan Hill 61.38519 54.90573 50.45183
## Haloti Ngata 82.59527 80.17941 87.88854
## Kyle Williams 86.91572 81.85520 89.38467
## Phil Taylor 61.33848 62.05039 65.20819
## Dontari Poe 79.09836 82.00462 82.50285
## John Jenkins 45.99989 49.35147 52.93983
## Daniel McCullers 27.33425 30.70495 33.04364
## C.J. Mosley 59.48355 53.56571 61.98698
## Dwan Edwards 45.41864 38.19033 46.74368
## Anthony Johnson 36.34762 34.78033 31.23232
## Henry Melton 77.49448 73.86458 71.28227
## B.J. Raji 62.66658 62.46097 66.47338
## Kenrick Ellis 46.68337 47.97081 52.98028
## Ra'Shede Hageman 49.40857 55.35043 47.92910
## Mike Pennel 34.81156 37.36775 34.36857
## Michael Brockers 63.13162 62.81775 66.73661
## Linval Joseph 69.98791 71.51236 74.25194
## Carl Davis 39.11231 48.19400 39.85364
## Matthew Masifilo 30.04336 35.11748 31.23037
## Louis Trinca-Pasat 24.84102 25.59994 22.97029
## Jonathan Babineaux 72.22165 69.06161 65.11640
## Sen'Derrick Marks 84.01161 75.97912 79.44375
## Gabe Wright 33.94343 35.44947 22.55377
## Kawann Short 76.44468 73.67898 72.59528
## Jesse Williams 36.79244 48.75902 41.93164
## Angelo Blackson 30.13522 35.69488 28.28063
## Jabaal Sheard 77.64936 79.50169 69.16842
## A.J. Francis 20.65143 24.23491 19.42218
## Sylvester Williams 55.77174 55.35501 50.39692
## Roy Miller 47.41389 51.51863 50.84906
## Sharrif Floyd 82.25708 81.95276 81.24904
## Tyrunn Walker 68.94510 62.10219 57.80727
## Tom Johnson 66.07733 51.63615 60.77310
## Mitch Unrein 53.71578 54.93329 51.51155
## Devon Still 48.64053 50.88240 47.33381
## Shamar Stephen 35.32324 37.24456 37.56130
## Louis Nix III 44.27901 45.55346 48.06313
## Brandon Williams 69.23956 69.47204 76.37074
## Will Sutton 45.14235 41.28338 41.91869
## Montori Hughes 37.53267 36.01378 38.03104
## Ken Bishop 21.18227 28.04586 23.23491
## Michael Bennett 45.31096 44.00373 31.75935
## Dominique Easley 58.36605 59.29313 52.47906
## Lawrence Virgil 24.00134 32.70529 24.74873
## Marvin Austin Jr. 50.01855 48.48642 41.63975
## Gerald McCoy 93.03672 89.84000 92.28456
## Nick Fairley 80.98661 80.47649 80.60302
## Charles Tuaau 13.12050 16.56773 15.34061
## Jordan Phillips 24.49064 30.90116 26.83588
## Wade Keliikipi 27.25780 30.08472 32.58412
## Ricky Havili-Heimuli 23.00763 25.62547 27.02928
## Sealver Siliga 53.32532 50.55529 60.82586
## Terrance Knighton 77.47176 79.82716 80.68784
## Robert Thomas 17.03912 21.49311 19.99814
## Sammie Hill 56.82983 53.50418 57.57822
## Beau Allen 32.55333 34.24382 35.36900
## Malcom Brown 48.80267 49.57896 44.39776
## Vince Wilfork 78.38362 76.27851 85.57637
## Johnathan Hankins 74.84489 72.58594 79.66620
## Corey Peters 65.60623 61.26809 61.66119
## Colin Cole 44.62340 36.62707 43.38891
## Dan Williams 73.07355 74.96653 81.52168
## Speed Rushing DT Fast Balanced DT
## Ndamukong Suh 91.41525 92.66255
## Nick Hayden 32.51884 36.55980
## Joe Vellano 37.59354 40.14477
## Domata Peko 31.37034 34.11992
## Star Lotulelei 64.17360 69.54613
## Tony McDaniel 53.06477 54.92212
## Alan Branch 53.70668 57.56394
## Darius Kilgo 19.78705 20.40505
## Steve McLendon 68.42170 68.56854
## Danny Shelton 32.85091 38.28617
## Davon Coleman 49.28518 33.79034
## Chris Whaley 34.08714 31.44058
## Grady Jarrett 45.94672 40.58330
## Dominique Hamilton 28.43967 29.56243
## Caraun Reid 49.15231 44.79042
## Letroy Guion 45.99883 44.54477
## Stacy McGee 40.26641 40.99924
## Jerrell Powe 30.26235 37.11761
## Ahtyba Rubin 42.47539 49.50115
## Ian Williams 55.79265 60.17482
## Doug Worthington 32.16190 34.06663
## Chigbo Anunoby 26.89112 24.89867
## Paul Soliai 55.13747 59.71911
## Sean Lissemore 52.05268 56.09109
## Terrell McClain 55.34425 58.83561
## Micanor Regis 35.77027 29.04415
## Al Woods 50.22902 51.84690
## Aaron Donald 92.55546 92.19041
## Bennie Logan 57.87174 61.13857
## Corbin Bryant 41.87885 38.15836
## Tyrone Crawford 78.45422 75.91413
## Justin Hamilton 32.62601 30.34077
## Christo Bilukidi 55.45162 40.50824
## Alameda Ta'amu 32.90760 38.66121
## David Parry 27.97959 28.96309
## Jared Odrick 75.37808 73.56029
## Deandre Coleman 29.91813 29.32082
## Earl Mitchell 74.36664 73.47186
## Jimmy Staten 27.36204 25.87268
## Marcus Hardison 52.17594 34.14535
## Kwame Geathers 24.62668 27.31930
## Stefan Charles 41.55604 39.35776
## Akeem Spence 59.77239 49.12940
## Abry Jones 38.41900 33.22453
## Ricky Lumpkin 30.17441 31.17930
## Josh Chapman 38.21612 43.49976
## Glenn Dorsey 61.24124 53.63300
## Geno Atkins 84.19375 86.19507
## Pat Sims 44.15098 50.26033
## Marcell Dareus 87.76586 89.53134
## Ishmaa'ily Kitchen 32.33999 35.82957
## Markus Kuhn 43.38348 45.36161
## Christian Ringo 38.18584 31.11453
## Chris Jones 36.73414 36.74082
## Justin Ellis 45.68437 49.78062
## Brandon Mebane 64.63097 70.34450
## D'Anthony Smith 42.59350 37.34557
## Ziggy Hood 72.77157 63.94386
## Brandon Deaderick 27.72518 30.15978
## Quinton Dial 40.98728 45.10885
## Damon Harrison 58.87991 65.99830
## Kyle Love 37.87435 38.27461
## Jermelle Cudjo 45.55222 42.36607
## Clinton McDonald 66.61621 68.18803
## Jay Bromley 43.74201 42.38297
## Antonio Johnson 41.96505 42.30216
## Brandon Thompson 34.40672 35.60675
## Brodrick Bunkley 49.82203 55.85872
## Eddie Goldman 36.93388 34.22450
## Ryan Carrethers 36.68140 36.21869
## Chris Baker 61.01019 60.77588
## Deon Simon 24.46030 25.05714
## Jordan Hill 67.36101 54.76371
## Haloti Ngata 73.39840 81.33306
## Kyle Williams 79.72138 84.58192
## Phil Taylor 57.61432 61.49333
## Dontari Poe 77.67966 81.73596
## John Jenkins 41.13589 47.35019
## Daniel McCullers 23.85646 27.17681
## C.J. Mosley 52.28409 56.13526
## Dwan Edwards 38.72143 42.38130
## Anthony Johnson 40.69570 34.48553
## Henry Melton 81.42808 80.01278
## B.J. Raji 58.41159 63.22468
## Kenrick Ellis 40.87429 46.23729
## Ra'Shede Hageman 55.19532 50.79897
## Mike Pennel 37.20311 36.16926
## Michael Brockers 58.98468 63.39611
## Linval Joseph 66.26134 70.13952
## Carl Davis 44.90250 42.60837
## Matthew Masifilo 32.80112 34.94584
## Louis Trinca-Pasat 28.23222 30.73574
## Jonathan Babineaux 76.69618 69.11259
## Sen'Derrick Marks 83.36833 81.34967
## Gabe Wright 48.64612 31.54930
## Kawann Short 78.34658 75.21227
## Jesse Williams 40.01667 42.26336
## Angelo Blackson 36.69305 35.22187
## Jabaal Sheard 86.11042 78.87868
## A.J. Francis 24.63519 21.65916
## Sylvester Williams 61.12228 55.97410
## Roy Miller 47.18899 52.27267
## Sharrif Floyd 83.15014 82.70606
## Tyrunn Walker 74.80887 64.64552
## Tom Johnson 61.13785 57.95443
## Mitch Unrein 57.31382 57.11769
## Devon Still 51.95871 51.71456
## Shamar Stephen 34.33323 35.83589
## Louis Nix III 40.75525 41.17988
## Brandon Williams 60.65663 67.22193
## Will Sutton 45.66496 42.97209
## Montori Hughes 35.83244 36.42930
## Ken Bishop 23.65330 22.88234
## Michael Bennett 59.13937 42.96617
## Dominique Easley 65.21646 59.89554
## Lawrence Virgil 29.80800 30.64229
## Marvin Austin Jr. 58.30692 53.14686
## Gerald McCoy 91.59568 91.04948
## Nick Fairley 81.05172 81.01073
## Charles Tuaau 13.15732 14.01448
## Jordan Phillips 26.53071 27.10596
## Wade Keliikipi 23.87749 27.69965
## Ricky Havili-Heimuli 20.71148 23.01614
## Sealver Siliga 42.94115 50.10462
## Terrance Knighton 75.63764 78.44244
## Robert Thomas 17.00783 18.20902
## Sammie Hill 53.76641 56.78863
## Beau Allen 30.66231 31.76065
## Malcom Brown 54.13557 49.63503
## Vince Wilfork 66.91087 76.90568
## Johnathan Hankins 67.08846 72.38333
## Corey Peters 66.82556 65.57632
## Colin Cole 39.64867 38.61666
## Dan Williams 63.95694 73.76108
## Tackling Speed Awareness
## 1 -0.9254978 0.7266092 0.1988886
## 2 -0.1206774 -0.1637237 0.2844011
## 3 0.6544091 -0.9281635 0.2737544
## 4 -0.5681365 1.2491347 -0.6809982
## 5 0.7432532 -0.1915631 -0.5516901
## Quick And Aware DT Balanced DT Big Slow Gap Filler
## Ndamukong Suh 92.47213 92.60399 92.65978
## Nick Hayden 36.68665 38.27801 38.89296
## Joe Vellano 41.35738 44.03370 46.04543
## Domata Peko 41.00136 42.51910 42.88585
## Star Lotulelei 73.55573 79.31569 83.76949
## Tony McDaniel 59.03611 60.92941 62.11406
## Alan Branch 56.62114 60.80608 64.16945
## Darius Kilgo 17.05239 19.69415 23.22313
## Steve McLendon 72.99960 73.82282 74.35603
## Danny Shelton 40.44518 49.29179 57.29158
## Davon Coleman 40.45115 31.64078 25.52867
## Chris Whaley 28.26120 21.00099 15.43189
## Grady Jarrett 37.21904 31.43284 27.02786
## Dominique Hamilton 31.05918 32.93156 34.54195
## Caraun Reid 40.09461 31.93819 25.30464
## Letroy Guion 51.23673 47.13543 42.72511
## Stacy McGee 41.26284 40.79580 40.18491
## Jerrell Powe 33.58357 40.12390 46.01732
## Ahtyba Rubin 50.30305 56.65933 61.55954
## Ian Williams 60.02701 64.89550 69.00389
## Doug Worthington 33.90164 33.82932 33.58725
## Chigbo Anunoby 30.33234 34.58651 38.94968
## Paul Soliai 59.46959 63.85997 67.17585
## Sean Lissemore 52.31757 51.57337 50.28823
## Terrell McClain 51.72705 54.37293 56.66027
## Micanor Regis 29.16331 23.25638 18.93111
## Al Woods 49.68860 53.50599 57.06729
## Aaron Donald 89.88624 88.37690 87.13065
## Bennie Logan 60.37778 63.45693 66.01590
## Corbin Bryant 40.11965 35.58952 31.67926
## Tyrone Crawford 73.84117 68.73752 63.74058
## Justin Hamilton 27.85150 23.71953 20.35919
## Christo Bilukidi 48.20245 38.23906 30.75604
## Alameda Ta'amu 38.16064 45.49139 52.24819
## David Parry 27.23157 31.09138 35.16354
## Jared Odrick 76.65009 72.36614 67.63317
## Deandre Coleman 24.02291 24.97829 26.45309
## Earl Mitchell 70.06067 62.08458 53.69223
## Jimmy Staten 23.31006 24.76645 26.91599
## Marcus Hardison 36.92941 25.27000 17.75483
## Kwame Geathers 28.48736 34.51093 40.44829
## Stefan Charles 42.23189 38.32188 34.62990
## Akeem Spence 54.49139 47.27699 41.39772
## Abry Jones 35.69928 31.42481 27.82705
## Ricky Lumpkin 33.36731 35.58407 37.49042
## Josh Chapman 42.02467 48.44616 54.06309
## Glenn Dorsey 62.60539 59.02836 56.00549
## Geno Atkins 84.66016 83.17252 81.24917
## Pat Sims 46.68007 50.09942 52.68946
## Marcell Dareus 88.44644 90.03325 91.33104
## Ishmaa'ily Kitchen 34.14144 39.03963 43.59898
## Markus Kuhn 38.58399 37.04779 35.64091
## Christian Ringo 28.24141 20.81523 15.59956
## Chris Jones 39.90333 39.30007 38.39656
## Justin Ellis 45.95593 48.79996 51.24643
## Brandon Mebane 71.97177 76.10231 78.98927
## D'Anthony Smith 38.08086 30.90320 25.10106
## Ziggy Hood 68.59750 59.47374 50.74039
## Brandon Deaderick 33.48681 33.81954 33.57657
## Quinton Dial 47.41530 52.24447 56.42427
## Damon Harrison 72.27081 80.29844 85.90740
## Kyle Love 43.76830 44.37542 44.50524
## Jermelle Cudjo 42.06577 36.98959 32.49290
## Clinton McDonald 64.56814 61.52594 58.17146
## Jay Bromley 37.22214 34.63684 32.81848
## Antonio Johnson 45.47930 43.89042 42.05250
## Brandon Thompson 33.29076 34.48152 35.63563
## Brodrick Bunkley 56.61026 62.50153 67.08074
## Eddie Goldman 36.84898 37.37425 38.19238
## Ryan Carrethers 37.77029 43.51231 49.44458
## Chris Baker 58.99397 56.42081 53.73582
## Deon Simon 20.23885 24.74747 30.07189
## Jordan Hill 64.06950 54.42470 46.02013
## Haloti Ngata 82.09274 87.13765 90.39932
## Kyle Williams 86.14811 88.57166 90.03185
## Phil Taylor 60.75905 64.45084 67.59332
## Dontari Poe 77.50238 80.19128 82.50762
## John Jenkins 45.40296 51.86447 57.64984
## Daniel McCullers 26.47469 32.95910 39.42621
## C.J. Mosley 58.63893 61.28218 63.02394
## Dwan Edwards 47.49485 48.48796 48.35556
## Anthony Johnson 36.42609 31.67763 28.00852
## Henry Melton 77.86333 70.29266 61.92203
## B.J. Raji 62.79590 66.67038 69.53748
## Kenrick Ellis 45.03255 51.20656 56.73256
## Ra'Shede Hageman 48.35896 47.24494 47.28771
## Mike Pennel 34.72762 34.79747 34.99229
## Michael Brockers 62.01736 64.75600 67.07148
## Linval Joseph 69.35641 73.74295 77.37435
## Carl Davis 38.40340 40.05237 42.38577
## Matthew Masifilo 30.07174 31.06312 31.86057
## Louis Trinca-Pasat 22.71344 19.14016 16.02872
## Jonathan Babineaux 77.48824 72.13689 66.72327
## Sen'Derrick Marks 83.60772 78.63191 72.89468
## Gabe Wright 36.38980 26.33623 19.55499
## Kawann Short 76.20688 72.34636 68.69991
## Jesse Williams 34.77336 39.68841 45.24848
## Angelo Blackson 29.42432 26.81263 24.94293
## Jabaal Sheard 81.25276 73.74811 66.32795
## A.J. Francis 20.03377 19.32448 19.16417
## Sylvester Williams 57.83621 52.70542 48.14461
## Roy Miller 46.96493 50.22084 52.70897
## Sharrif Floyd 81.58550 80.18381 78.92328
## Tyrunn Walker 71.95897 61.80013 51.94280
## Tom Johnson 65.92295 60.73288 55.17964
## Mitch Unrein 54.06612 51.25735 48.50820
## Devon Still 48.02708 45.84184 44.04499
## Shamar Stephen 34.45125 36.54414 38.65086
## Louis Nix III 43.44266 48.79637 53.94270
## Brandon Williams 67.79865 75.35890 81.20050
## Will Sutton 44.67251 42.04412 39.54783
## Montori Hughes 36.27690 36.49687 36.73533
## Ken Bishop 19.74425 22.50813 25.92934
## Michael Bennett 49.60463 36.63679 26.78717
## Dominique Easley 57.73262 51.30728 46.00989
## Lawrence Virgil 21.21851 21.64249 22.49075
## Marvin Austin Jr. 51.24970 41.64560 33.28894
## Gerald McCoy 92.34422 91.46694 90.57427
## Nick Fairley 79.24631 78.41870 77.81001
## Charles Tuaau 12.00190 14.35658 17.07609
## Jordan Phillips 23.72957 25.99037 28.72423
## Wade Keliikipi 27.44104 32.01808 36.65088
## Ricky Havili-Heimuli 23.36553 27.78957 32.21194
## Sealver Siliga 52.41866 60.28265 66.57957
## Terrance Knighton 77.51807 80.98428 83.76643
## Robert Thomas 16.16364 19.68355 23.55839
## Sammie Hill 56.82871 56.98207 56.55596
## Beau Allen 31.77423 35.20431 38.58774
## Malcom Brown 47.62855 43.59514 40.34265
## Vince Wilfork 78.37149 85.50840 89.96546
## Johnathan Hankins 72.97951 78.03584 81.93637
## Corey Peters 66.67073 62.31446 57.70300
## Colin Cole 46.90409 46.20310 45.03396
## Dan Williams 71.79747 80.46522 86.41827
## Speed Rushing DT Strong DT
## Ndamukong Suh 92.09248 92.27419
## Nick Hayden 31.97136 33.94574
## Joe Vellano 38.71641 42.81983
## Domata Peko 35.27655 37.02603
## Star Lotulelei 72.56479 81.85362
## Tony McDaniel 55.88845 58.71742
## Alan Branch 54.30550 61.05432
## Darius Kilgo 21.62866 27.48698
## Steve McLendon 71.73743 72.98662
## Danny Shelton 39.38598 54.05937
## Davon Coleman 48.80363 34.50065
## Chris Whaley 28.51461 17.02232
## Grady Jarrett 40.87295 31.46972
## Dominique Hamilton 30.23237 33.24846
## Caraun Reid 41.36443 28.11430
## Letroy Guion 47.43723 40.21419
## Stacy McGee 40.22609 39.32633
## Jerrell Powe 31.56843 42.22032
## Ahtyba Rubin 45.49832 55.56123
## Ian Williams 58.95978 66.92561
## Doug Worthington 32.90742 32.66808
## Chigbo Anunoby 31.71021 39.23312
## Paul Soliai 55.92701 62.94704
## Sean Lissemore 48.91313 47.25571
## Terrell McClain 50.96238 55.28993
## Micanor Regis 32.65259 22.92397
## Al Woods 50.11026 56.52014
## Aaron Donald 91.15085 88.94763
## Bennie Logan 59.16026 64.16832
## Corbin Bryant 40.68084 33.24226
## Tyrone Crawford 74.07879 65.39118
## Justin Hamilton 28.71039 21.97982
## Christo Bilukidi 55.09975 39.14617
## Alameda Ta'amu 37.40141 49.62367
## David Parry 28.89434 35.85497
## Jared Odrick 74.28664 66.26622
## Deandre Coleman 27.26783 29.40211
## Earl Mitchell 67.27499 52.90394
## Jimmy Staten 27.56609 30.80537
## Marcus Hardison 47.41374 27.84079
## Kwame Geathers 28.55554 38.88719
## Stefan Charles 41.07748 34.52846
## Akeem Spence 58.47220 46.95305
## Abry Jones 36.53419 29.54198
## Ricky Lumpkin 32.39505 35.96698
## Josh Chapman 40.14648 50.63203
## Glenn Dorsey 64.44599 58.73291
## Geno Atkins 82.15079 79.01597
## Pat Sims 43.51896 48.82445
## Marcell Dareus 88.32594 90.89258
## Ishmaa'ily Kitchen 33.54254 41.71630
## Markus Kuhn 38.52556 35.96358
## Christian Ringo 32.24845 19.95629
## Chris Jones 37.90866 36.67870
## Justin Ellis 44.94698 49.57471
## Brandon Mebane 67.80707 74.56995
## D'Anthony Smith 39.62636 27.94599
## Ziggy Hood 69.43947 54.07081
## Brandon Deaderick 30.43114 30.60066
## Quinton Dial 46.03486 53.92994
## Damon Harrison 68.95911 82.11967
## Kyle Love 41.34365 42.05386
## Jermelle Cudjo 41.99126 33.62079
## Clinton McDonald 61.89019 56.32384
## Jay Bromley 40.24960 36.20880
## Antonio Johnson 43.28204 40.39518
## Brandon Thompson 33.53284 35.56735
## Brodrick Bunkley 52.84576 62.33353
## Eddie Goldman 38.73341 39.85834
## Ryan Carrethers 40.59837 50.74676
## Chris Baker 57.37005 52.82473
## Deon Simon 23.83240 32.81143
## Jordan Hill 67.90430 52.44325
## Haloti Ngata 78.07265 86.75352
## Kyle Williams 82.25228 86.45478
## Phil Taylor 59.88964 65.93523
## Dontari Poe 77.63489 82.01305
## John Jenkins 44.67636 55.37300
## Daniel McCullers 26.45833 37.61685
## C.J. Mosley 54.79572 58.82178
## Dwan Edwards 41.59872 42.51771
## Anthony Johnson 39.35269 31.65170
## Henry Melton 75.57090 61.45077
## B.J. Raji 59.35052 65.54576
## Kenrick Ellis 44.24320 54.45796
## Ra'Shede Hageman 54.43265 53.31279
## Mike Pennel 35.47017 35.67863
## Michael Brockers 61.16951 65.64249
## Linval Joseph 68.66634 75.81670
## Carl Davis 42.90619 46.29832
## Matthew Masifilo 29.36707 30.92749
## Louis Trinca-Pasat 21.70848 16.00762
## Jonathan Babineaux 77.52223 68.27194
## Sen'Derrick Marks 81.57508 71.93382
## Gabe Wright 44.70686 27.98784
## Kawann Short 76.99868 70.59849
## Jesse Williams 39.55735 48.71956
## Angelo Blackson 32.12969 27.95488
## Jabaal Sheard 83.82421 71.86425
## A.J. Francis 22.97057 22.05468
## Sylvester Williams 58.98627 50.54919
## Roy Miller 44.07913 49.15089
## Sharrif Floyd 82.03071 79.74504
## Tyrunn Walker 73.40238 56.35586
## Tom Johnson 62.73085 53.33423
## Mitch Unrein 53.18025 48.36990
## Devon Still 49.20393 45.69179
## Shamar Stephen 35.23637 38.88231
## Louis Nix III 44.53788 53.64796
## Brandon Williams 66.44419 78.64135
## Will Sutton 44.05336 39.61931
## Montori Hughes 36.47786 36.87099
## Ken Bishop 23.31689 28.98884
## Michael Bennett 55.84239 34.89537
## Dominique Easley 61.36474 51.15685
## Lawrence Virgil 23.81030 24.90100
## Marvin Austin Jr. 51.74242 35.95046
## Gerald McCoy 92.24645 90.71150
## Nick Fairley 80.16214 78.91840
## Charles Tuaau 13.36513 17.96490
## Jordan Phillips 26.70972 31.17330
## Wade Keliikipi 28.24226 36.25787
## Ricky Havili-Heimuli 23.44395 31.07427
## Sealver Siliga 48.67040 61.39101
## Terrance Knighton 76.80845 82.44451
## Robert Thomas 17.34164 23.89227
## Sammie Hill 53.58566 53.44861
## Beau Allen 32.37683 38.29751
## Malcom Brown 50.00259 43.53450
## Vince Wilfork 72.86732 85.19532
## Johnathan Hankins 71.27432 79.52258
## Corey Peters 64.23897 56.40044
## Colin Cole 43.92272 42.40446
## Dan Williams 68.17764 82.39539
## Quick And Aware DT Balanced DT Big Slow Gap Filler
## Ndamukong Suh 92.47213 92.60399 92.65978
## Nick Hayden 36.68665 38.27801 38.89296
## Joe Vellano 41.35738 44.03370 46.04543
## Domata Peko 41.00136 42.51910 42.88585
## Star Lotulelei 73.55573 79.31569 83.76949
## Tony McDaniel 59.03611 60.92941 62.11406
## Alan Branch 56.62114 60.80608 64.16945
## Darius Kilgo 17.05239 19.69415 23.22313
## Steve McLendon 72.99960 73.82282 74.35603
## Danny Shelton 40.44518 49.29179 57.29158
## Davon Coleman 40.45115 31.64078 25.52867
## Chris Whaley 28.26120 21.00099 15.43189
## Grady Jarrett 37.21904 31.43284 27.02786
## Dominique Hamilton 31.05918 32.93156 34.54195
## Caraun Reid 40.09461 31.93819 25.30464
## Letroy Guion 51.23673 47.13543 42.72511
## Stacy McGee 41.26284 40.79580 40.18491
## Jerrell Powe 33.58357 40.12390 46.01732
## Ahtyba Rubin 50.30305 56.65933 61.55954
## Ian Williams 60.02701 64.89550 69.00389
## Doug Worthington 33.90164 33.82932 33.58725
## Chigbo Anunoby 30.33234 34.58651 38.94968
## Paul Soliai 59.46959 63.85997 67.17585
## Sean Lissemore 52.31757 51.57337 50.28823
## Terrell McClain 51.72705 54.37293 56.66027
## Micanor Regis 29.16331 23.25638 18.93111
## Al Woods 49.68860 53.50599 57.06729
## Aaron Donald 89.88624 88.37690 87.13065
## Bennie Logan 60.37778 63.45693 66.01590
## Corbin Bryant 40.11965 35.58952 31.67926
## Tyrone Crawford 73.84117 68.73752 63.74058
## Justin Hamilton 27.85150 23.71953 20.35919
## Christo Bilukidi 48.20245 38.23906 30.75604
## Alameda Ta'amu 38.16064 45.49139 52.24819
## David Parry 27.23157 31.09138 35.16354
## Jared Odrick 76.65009 72.36614 67.63317
## Deandre Coleman 24.02291 24.97829 26.45309
## Earl Mitchell 70.06067 62.08458 53.69223
## Jimmy Staten 23.31006 24.76645 26.91599
## Marcus Hardison 36.92941 25.27000 17.75483
## Kwame Geathers 28.48736 34.51093 40.44829
## Stefan Charles 42.23189 38.32188 34.62990
## Akeem Spence 54.49139 47.27699 41.39772
## Abry Jones 35.69928 31.42481 27.82705
## Ricky Lumpkin 33.36731 35.58407 37.49042
## Josh Chapman 42.02467 48.44616 54.06309
## Glenn Dorsey 62.60539 59.02836 56.00549
## Geno Atkins 84.66016 83.17252 81.24917
## Pat Sims 46.68007 50.09942 52.68946
## Marcell Dareus 88.44644 90.03325 91.33104
## Ishmaa'ily Kitchen 34.14144 39.03963 43.59898
## Markus Kuhn 38.58399 37.04779 35.64091
## Christian Ringo 28.24141 20.81523 15.59956
## Chris Jones 39.90333 39.30007 38.39656
## Justin Ellis 45.95593 48.79996 51.24643
## Brandon Mebane 71.97177 76.10231 78.98927
## D'Anthony Smith 38.08086 30.90320 25.10106
## Ziggy Hood 68.59750 59.47374 50.74039
## Brandon Deaderick 33.48681 33.81954 33.57657
## Quinton Dial 47.41530 52.24447 56.42427
## Damon Harrison 72.27081 80.29844 85.90740
## Kyle Love 43.76830 44.37542 44.50524
## Jermelle Cudjo 42.06577 36.98959 32.49290
## Clinton McDonald 64.56814 61.52594 58.17146
## Jay Bromley 37.22214 34.63684 32.81848
## Antonio Johnson 45.47930 43.89042 42.05250
## Brandon Thompson 33.29076 34.48152 35.63563
## Brodrick Bunkley 56.61026 62.50153 67.08074
## Eddie Goldman 36.84898 37.37425 38.19238
## Ryan Carrethers 37.77029 43.51231 49.44458
## Chris Baker 58.99397 56.42081 53.73582
## Deon Simon 20.23885 24.74747 30.07189
## Jordan Hill 64.06950 54.42470 46.02013
## Haloti Ngata 82.09274 87.13765 90.39932
## Kyle Williams 86.14811 88.57166 90.03185
## Phil Taylor 60.75905 64.45084 67.59332
## Dontari Poe 77.50238 80.19128 82.50762
## John Jenkins 45.40296 51.86447 57.64984
## Daniel McCullers 26.47469 32.95910 39.42621
## C.J. Mosley 58.63893 61.28218 63.02394
## Dwan Edwards 47.49485 48.48796 48.35556
## Anthony Johnson 36.42609 31.67763 28.00852
## Henry Melton 77.86333 70.29266 61.92203
## B.J. Raji 62.79590 66.67038 69.53748
## Kenrick Ellis 45.03255 51.20656 56.73256
## Ra'Shede Hageman 48.35896 47.24494 47.28771
## Mike Pennel 34.72762 34.79747 34.99229
## Michael Brockers 62.01736 64.75600 67.07148
## Linval Joseph 69.35641 73.74295 77.37435
## Carl Davis 38.40340 40.05237 42.38577
## Matthew Masifilo 30.07174 31.06312 31.86057
## Louis Trinca-Pasat 22.71344 19.14016 16.02872
## Jonathan Babineaux 77.48824 72.13689 66.72327
## Sen'Derrick Marks 83.60772 78.63191 72.89468
## Gabe Wright 36.38980 26.33623 19.55499
## Kawann Short 76.20688 72.34636 68.69991
## Jesse Williams 34.77336 39.68841 45.24848
## Angelo Blackson 29.42432 26.81263 24.94293
## Jabaal Sheard 81.25276 73.74811 66.32795
## A.J. Francis 20.03377 19.32448 19.16417
## Sylvester Williams 57.83621 52.70542 48.14461
## Roy Miller 46.96493 50.22084 52.70897
## Sharrif Floyd 81.58550 80.18381 78.92328
## Tyrunn Walker 71.95897 61.80013 51.94280
## Tom Johnson 65.92295 60.73288 55.17964
## Mitch Unrein 54.06612 51.25735 48.50820
## Devon Still 48.02708 45.84184 44.04499
## Shamar Stephen 34.45125 36.54414 38.65086
## Louis Nix III 43.44266 48.79637 53.94270
## Brandon Williams 67.79865 75.35890 81.20050
## Will Sutton 44.67251 42.04412 39.54783
## Montori Hughes 36.27690 36.49687 36.73533
## Ken Bishop 19.74425 22.50813 25.92934
## Michael Bennett 49.60463 36.63679 26.78717
## Dominique Easley 57.73262 51.30728 46.00989
## Lawrence Virgil 21.21851 21.64249 22.49075
## Marvin Austin Jr. 51.24970 41.64560 33.28894
## Gerald McCoy 92.34422 91.46694 90.57427
## Nick Fairley 79.24631 78.41870 77.81001
## Charles Tuaau 12.00190 14.35658 17.07609
## Jordan Phillips 23.72957 25.99037 28.72423
## Wade Keliikipi 27.44104 32.01808 36.65088
## Ricky Havili-Heimuli 23.36553 27.78957 32.21194
## Sealver Siliga 52.41866 60.28265 66.57957
## Terrance Knighton 77.51807 80.98428 83.76643
## Robert Thomas 16.16364 19.68355 23.55839
## Sammie Hill 56.82871 56.98207 56.55596
## Beau Allen 31.77423 35.20431 38.58774
## Malcom Brown 47.62855 43.59514 40.34265
## Vince Wilfork 78.37149 85.50840 89.96546
## Johnathan Hankins 72.97951 78.03584 81.93637
## Corey Peters 66.67073 62.31446 57.70300
## Colin Cole 46.90409 46.20310 45.03396
## Dan Williams 71.79747 80.46522 86.41827
## Speed Rushing DT Strong DT V6
## Ndamukong Suh 92.09248 92.27419 96
## Nick Hayden 31.97136 33.94574 71
## Joe Vellano 38.71641 42.81983 73
## Domata Peko 35.27655 37.02603 72
## Star Lotulelei 72.56479 81.85362 87
## Tony McDaniel 55.88845 58.71742 79
## Alan Branch 54.30550 61.05432 79
## Darius Kilgo 21.62866 27.48698 62
## Steve McLendon 71.73743 72.98662 84
## Danny Shelton 39.38598 54.05937 75
## Davon Coleman 48.80363 34.50065 67
## Chris Whaley 28.51461 17.02232 63
## Grady Jarrett 40.87295 31.46972 67
## Dominique Hamilton 30.23237 33.24846 68
## Caraun Reid 41.36443 28.11430 68
## Letroy Guion 47.43723 40.21419 74
## Stacy McGee 40.22609 39.32633 71
## Jerrell Powe 31.56843 42.22032 71
## Ahtyba Rubin 45.49832 55.56123 78
## Ian Williams 58.95978 66.92561 80
## Doug Worthington 32.90742 32.66808 69
## Chigbo Anunoby 31.71021 39.23312 69
## Paul Soliai 55.92701 62.94704 80
## Sean Lissemore 48.91313 47.25571 76
## Terrell McClain 50.96238 55.28993 77
## Micanor Regis 32.65259 22.92397 64
## Al Woods 50.11026 56.52014 76
## Aaron Donald 91.15085 88.94763 92
## Bennie Logan 59.16026 64.16832 80
## Corbin Bryant 40.68084 33.24226 69
## Tyrone Crawford 74.07879 65.39118 82
## Justin Hamilton 28.71039 21.97982 64
## Christo Bilukidi 55.09975 39.14617 70
## Alameda Ta'amu 37.40141 49.62367 73
## David Parry 28.89434 35.85497 67
## Jared Odrick 74.28664 66.26622 84
## Deandre Coleman 27.26783 29.40211 64
## Earl Mitchell 67.27499 52.90394 80
## Jimmy Staten 27.56609 30.80537 64
## Marcus Hardison 47.41374 27.84079 64
## Kwame Geathers 28.55554 38.88719 69
## Stefan Charles 41.07748 34.52846 70
## Akeem Spence 58.47220 46.95305 73
## Abry Jones 36.53419 29.54198 68
## Ricky Lumpkin 32.39505 35.96698 69
## Josh Chapman 40.14648 50.63203 74
## Glenn Dorsey 64.44599 58.73291 78
## Geno Atkins 82.15079 79.01597 89
## Pat Sims 43.51896 48.82445 75
## Marcell Dareus 88.32594 90.89258 94
## Ishmaa'ily Kitchen 33.54254 41.71630 71
## Markus Kuhn 38.52556 35.96358 70
## Christian Ringo 32.24845 19.95629 62
## Chris Jones 37.90866 36.67870 71
## Justin Ellis 44.94698 49.57471 74
## Brandon Mebane 67.80707 74.56995 86
## D'Anthony Smith 39.62636 27.94599 67
## Ziggy Hood 69.43947 54.07081 78
## Brandon Deaderick 30.43114 30.60066 69
## Quinton Dial 46.03486 53.92994 76
## Damon Harrison 68.95911 82.11967 88
## Kyle Love 41.34365 42.05386 73
## Jermelle Cudjo 41.99126 33.62079 70
## Clinton McDonald 61.89019 56.32384 79
## Jay Bromley 40.24960 36.20880 69
## Antonio Johnson 43.28204 40.39518 73
## Brandon Thompson 33.53284 35.56735 69
## Brodrick Bunkley 52.84576 62.33353 80
## Eddie Goldman 38.73341 39.85834 70
## Ryan Carrethers 40.59837 50.74676 72
## Chris Baker 57.37005 52.82473 77
## Deon Simon 23.83240 32.81143 64
## Jordan Hill 67.90430 52.44325 76
## Haloti Ngata 78.07265 86.75352 92
## Kyle Williams 82.25228 86.45478 93
## Phil Taylor 59.88964 65.93523 80
## Dontari Poe 77.63489 82.01305 87
## John Jenkins 44.67636 55.37300 75
## Daniel McCullers 26.45833 37.61685 68
## C.J. Mosley 54.79572 58.82178 79
## Dwan Edwards 41.59872 42.51771 75
## Anthony Johnson 39.35269 31.65170 67
## Henry Melton 75.57090 61.45077 83
## B.J. Raji 59.35052 65.54576 81
## Kenrick Ellis 44.24320 54.45796 75
## Ra'Shede Hageman 54.43265 53.31279 73
## Mike Pennel 35.47017 35.67863 69
## Michael Brockers 61.16951 65.64249 80
## Linval Joseph 68.66634 75.81670 84
## Carl Davis 42.90619 46.29832 71
## Matthew Masifilo 29.36707 30.92749 68
## Louis Trinca-Pasat 21.70848 16.00762 62
## Jonathan Babineaux 77.52223 68.27194 83
## Sen'Derrick Marks 81.57508 71.93382 87
## Gabe Wright 44.70686 27.98784 65
## Kawann Short 76.99868 70.59849 83
## Jesse Williams 39.55735 48.71956 71
## Angelo Blackson 32.12969 27.95488 65
## Jabaal Sheard 83.82421 71.86425 84
## A.J. Francis 22.97057 22.05468 62
## Sylvester Williams 58.98627 50.54919 76
## Roy Miller 44.07913 49.15089 75
## Sharrif Floyd 82.03071 79.74504 87
## Tyrunn Walker 73.40238 56.35586 79
## Tom Johnson 62.73085 53.33423 79
## Mitch Unrein 53.18025 48.36990 75
## Devon Still 49.20393 45.69179 73
## Shamar Stephen 35.23637 38.88231 70
## Louis Nix III 44.53788 53.64796 74
## Brandon Williams 66.44419 78.64135 85
## Will Sutton 44.05336 39.61931 72
## Montori Hughes 36.47786 36.87099 70
## Ken Bishop 23.31689 28.98884 63
## Michael Bennett 55.84239 34.89537 69
## Dominique Easley 61.36474 51.15685 75
## Lawrence Virgil 23.81030 24.90100 63
## Marvin Austin Jr. 51.74242 35.95046 72
## Gerald McCoy 92.24645 90.71150 95
## Nick Fairley 80.16214 78.91840 86
## Charles Tuaau 13.36513 17.96490 59
## Jordan Phillips 26.70972 31.17330 65
## Wade Keliikipi 28.24226 36.25787 68
## Ricky Havili-Heimuli 23.44395 31.07427 66
## Sealver Siliga 48.67040 61.39101 79
## Terrance Knighton 76.80845 82.44451 88
## Robert Thomas 17.34164 23.89227 62
## Sammie Hill 53.58566 53.44861 78
## Beau Allen 32.37683 38.29751 69
## Malcom Brown 50.00259 43.53450 72
## Vince Wilfork 72.86732 85.19532 91
## Johnathan Hankins 71.27432 79.52258 86
## Corey Peters 64.23897 56.40044 80
## Colin Cole 43.92272 42.40446 74
## Dan Williams 68.17764 82.39539 88
## Power Rushing DT Quick Hitter Big Slow Gap Filler
## Ndamukong Suh 93.36248 91.58504 93.88371
## Nick Hayden 35.20707 33.78801 37.04345
## Joe Vellano 42.39152 39.10185 44.57977
## Domata Peko 38.03566 31.02748 39.39314
## Star Lotulelei 75.05504 70.74474 80.70454
## Tony McDaniel 58.59523 53.29918 59.93546
## Alan Branch 56.07149 58.35064 59.89959
## Darius Kilgo 17.58315 25.83327 20.75037
## Steve McLendon 72.36242 68.07226 72.84748
## Danny Shelton 42.71739 41.13064 50.84713
## Davon Coleman 36.48072 38.73845 26.60298
## Chris Whaley 28.81249 26.26342 23.02080
## Grady Jarrett 38.27392 40.16661 32.84458
## Dominique Hamilton 31.72158 29.59713 33.24852
## Caraun Reid 41.10839 40.54929 33.95553
## Letroy Guion 50.65599 38.97673 46.73818
## Stacy McGee 41.04536 39.64013 40.87319
## Jerrell Powe 35.74731 37.68803 42.65417
## Ahtyba Rubin 48.74808 49.26435 55.09825
## Ian Williams 59.83076 61.65136 64.70653
## Doug Worthington 35.18689 32.05350 35.90738
## Chigbo Anunoby 28.93967 29.84166 30.98333
## Paul Soliai 57.38157 60.14379 61.50147
## Sean Lissemore 52.41462 52.03440 52.97056
## Terrell McClain 52.84825 59.42075 55.47606
## Micanor Regis 29.38091 28.68569 23.46678
## Al Woods 48.21842 55.40859 51.37718
## Aaron Donald 90.57715 92.03067 89.72398
## Bennie Logan 60.16274 61.64395 63.33626
## Corbin Bryant 38.78583 36.65041 34.53234
## Tyrone Crawford 74.86237 73.16077 70.20662
## Justin Hamilton 29.46745 27.87019 25.75926
## Christo Bilukidi 42.82850 44.13747 32.06854
## Alameda Ta'amu 38.39334 41.48140 45.82980
## David Parry 27.18491 33.19250 30.40238
## Jared Odrick 76.45989 68.77229 72.39358
## Deandre Coleman 24.52222 33.28657 25.45442
## Earl Mitchell 69.87697 66.41856 63.54546
## Jimmy Staten 23.56885 30.87062 24.77486
## Marcus Hardison 33.29141 38.88580 21.44821
## Kwame Geathers 28.94440 30.59931 34.19849
## Stefan Charles 42.17302 36.10043 38.48897
## Akeem Spence 50.32964 51.46190 41.98426
## Abry Jones 34.68293 32.63624 29.87100
## Ricky Lumpkin 33.03859 31.81481 34.77961
## Josh Chapman 42.25218 45.44891 48.34164
## Glenn Dorsey 57.86577 56.07778 52.95458
## Geno Atkins 85.62399 82.31604 85.02172
## Pat Sims 46.95656 48.78543 51.18861
## Marcell Dareus 89.47283 89.75352 91.08209
## Ishmaa'ily Kitchen 34.83198 37.87312 39.33798
## Markus Kuhn 38.23261 44.10928 38.01735
## Christian Ringo 29.43687 29.51583 22.39282
## Chris Jones 39.30705 34.97405 38.61566
## Justin Ellis 46.07122 50.12826 49.48557
## Brandon Mebane 71.78860 68.86584 76.00885
## D'Anthony Smith 38.96997 33.96110 32.33481
## Ziggy Hood 63.45089 62.58619 53.36113
## Brandon Deaderick 32.73473 27.41327 33.76890
## Quinton Dial 47.96731 45.73755 52.81653
## Damon Harrison 73.53910 67.22581 80.67747
## Kyle Love 42.64032 36.86239 42.88298
## Jermelle Cudjo 42.03674 39.53070 37.25796
## Clinton McDonald 65.19323 63.68326 63.24766
## Jay Bromley 39.61382 42.26767 37.81110
## Antonio Johnson 44.43753 39.50577 43.32644
## Brandon Thompson 34.35481 36.16188 35.61134
## Brodrick Bunkley 53.62445 56.91801 59.51861
## Eddie Goldman 36.85725 36.76101 36.39360
## Ryan Carrethers 37.66580 42.84320 41.71902
## Chris Baker 59.19825 57.90218 56.84202
## Deon Simon 20.82138 32.01966 24.55391
## Jordan Hill 61.38519 54.90573 50.45183
## Haloti Ngata 82.59527 80.17941 87.88854
## Kyle Williams 86.91572 81.85520 89.38467
## Phil Taylor 61.33848 62.05039 65.20819
## Dontari Poe 79.09836 82.00462 82.50285
## John Jenkins 45.99989 49.35147 52.93983
## Daniel McCullers 27.33425 30.70495 33.04364
## C.J. Mosley 59.48355 53.56571 61.98698
## Dwan Edwards 45.41864 38.19033 46.74368
## Anthony Johnson 36.34762 34.78033 31.23232
## Henry Melton 77.49448 73.86458 71.28227
## B.J. Raji 62.66658 62.46097 66.47338
## Kenrick Ellis 46.68337 47.97081 52.98028
## Ra'Shede Hageman 49.40857 55.35043 47.92910
## Mike Pennel 34.81156 37.36775 34.36857
## Michael Brockers 63.13162 62.81775 66.73661
## Linval Joseph 69.98791 71.51236 74.25194
## Carl Davis 39.11231 48.19400 39.85364
## Matthew Masifilo 30.04336 35.11748 31.23037
## Louis Trinca-Pasat 24.84102 25.59994 22.97029
## Jonathan Babineaux 72.22165 69.06161 65.11640
## Sen'Derrick Marks 84.01161 75.97912 79.44375
## Gabe Wright 33.94343 35.44947 22.55377
## Kawann Short 76.44468 73.67898 72.59528
## Jesse Williams 36.79244 48.75902 41.93164
## Angelo Blackson 30.13522 35.69488 28.28063
## Jabaal Sheard 77.64936 79.50169 69.16842
## A.J. Francis 20.65143 24.23491 19.42218
## Sylvester Williams 55.77174 55.35501 50.39692
## Roy Miller 47.41389 51.51863 50.84906
## Sharrif Floyd 82.25708 81.95276 81.24904
## Tyrunn Walker 68.94510 62.10219 57.80727
## Tom Johnson 66.07733 51.63615 60.77310
## Mitch Unrein 53.71578 54.93329 51.51155
## Devon Still 48.64053 50.88240 47.33381
## Shamar Stephen 35.32324 37.24456 37.56130
## Louis Nix III 44.27901 45.55346 48.06313
## Brandon Williams 69.23956 69.47204 76.37074
## Will Sutton 45.14235 41.28338 41.91869
## Montori Hughes 37.53267 36.01378 38.03104
## Ken Bishop 21.18227 28.04586 23.23491
## Michael Bennett 45.31096 44.00373 31.75935
## Dominique Easley 58.36605 59.29313 52.47906
## Lawrence Virgil 24.00134 32.70529 24.74873
## Marvin Austin Jr. 50.01855 48.48642 41.63975
## Gerald McCoy 93.03672 89.84000 92.28456
## Nick Fairley 80.98661 80.47649 80.60302
## Charles Tuaau 13.12050 16.56773 15.34061
## Jordan Phillips 24.49064 30.90116 26.83588
## Wade Keliikipi 27.25780 30.08472 32.58412
## Ricky Havili-Heimuli 23.00763 25.62547 27.02928
## Sealver Siliga 53.32532 50.55529 60.82586
## Terrance Knighton 77.47176 79.82716 80.68784
## Robert Thomas 17.03912 21.49311 19.99814
## Sammie Hill 56.82983 53.50418 57.57822
## Beau Allen 32.55333 34.24382 35.36900
## Malcom Brown 48.80267 49.57896 44.39776
## Vince Wilfork 78.38362 76.27851 85.57637
## Johnathan Hankins 74.84489 72.58594 79.66620
## Corey Peters 65.60623 61.26809 61.66119
## Colin Cole 44.62340 36.62707 43.38891
## Dan Williams 73.07355 74.96653 81.52168
## Speed Rushing DT Fast Balanced DT V6
## Ndamukong Suh 91.41525 92.66255 96
## Nick Hayden 32.51884 36.55980 71
## Joe Vellano 37.59354 40.14477 73
## Domata Peko 31.37034 34.11992 72
## Star Lotulelei 64.17360 69.54613 87
## Tony McDaniel 53.06477 54.92212 79
## Alan Branch 53.70668 57.56394 79
## Darius Kilgo 19.78705 20.40505 62
## Steve McLendon 68.42170 68.56854 84
## Danny Shelton 32.85091 38.28617 75
## Davon Coleman 49.28518 33.79034 67
## Chris Whaley 34.08714 31.44058 63
## Grady Jarrett 45.94672 40.58330 67
## Dominique Hamilton 28.43967 29.56243 68
## Caraun Reid 49.15231 44.79042 68
## Letroy Guion 45.99883 44.54477 74
## Stacy McGee 40.26641 40.99924 71
## Jerrell Powe 30.26235 37.11761 71
## Ahtyba Rubin 42.47539 49.50115 78
## Ian Williams 55.79265 60.17482 80
## Doug Worthington 32.16190 34.06663 69
## Chigbo Anunoby 26.89112 24.89867 69
## Paul Soliai 55.13747 59.71911 80
## Sean Lissemore 52.05268 56.09109 76
## Terrell McClain 55.34425 58.83561 77
## Micanor Regis 35.77027 29.04415 64
## Al Woods 50.22902 51.84690 76
## Aaron Donald 92.55546 92.19041 92
## Bennie Logan 57.87174 61.13857 80
## Corbin Bryant 41.87885 38.15836 69
## Tyrone Crawford 78.45422 75.91413 82
## Justin Hamilton 32.62601 30.34077 64
## Christo Bilukidi 55.45162 40.50824 70
## Alameda Ta'amu 32.90760 38.66121 73
## David Parry 27.97959 28.96309 67
## Jared Odrick 75.37808 73.56029 84
## Deandre Coleman 29.91813 29.32082 64
## Earl Mitchell 74.36664 73.47186 80
## Jimmy Staten 27.36204 25.87268 64
## Marcus Hardison 52.17594 34.14535 64
## Kwame Geathers 24.62668 27.31930 69
## Stefan Charles 41.55604 39.35776 70
## Akeem Spence 59.77239 49.12940 73
## Abry Jones 38.41900 33.22453 68
## Ricky Lumpkin 30.17441 31.17930 69
## Josh Chapman 38.21612 43.49976 74
## Glenn Dorsey 61.24124 53.63300 78
## Geno Atkins 84.19375 86.19507 89
## Pat Sims 44.15098 50.26033 75
## Marcell Dareus 87.76586 89.53134 94
## Ishmaa'ily Kitchen 32.33999 35.82957 71
## Markus Kuhn 43.38348 45.36161 70
## Christian Ringo 38.18584 31.11453 62
## Chris Jones 36.73414 36.74082 71
## Justin Ellis 45.68437 49.78062 74
## Brandon Mebane 64.63097 70.34450 86
## D'Anthony Smith 42.59350 37.34557 67
## Ziggy Hood 72.77157 63.94386 78
## Brandon Deaderick 27.72518 30.15978 69
## Quinton Dial 40.98728 45.10885 76
## Damon Harrison 58.87991 65.99830 88
## Kyle Love 37.87435 38.27461 73
## Jermelle Cudjo 45.55222 42.36607 70
## Clinton McDonald 66.61621 68.18803 79
## Jay Bromley 43.74201 42.38297 69
## Antonio Johnson 41.96505 42.30216 73
## Brandon Thompson 34.40672 35.60675 69
## Brodrick Bunkley 49.82203 55.85872 80
## Eddie Goldman 36.93388 34.22450 70
## Ryan Carrethers 36.68140 36.21869 72
## Chris Baker 61.01019 60.77588 77
## Deon Simon 24.46030 25.05714 64
## Jordan Hill 67.36101 54.76371 76
## Haloti Ngata 73.39840 81.33306 92
## Kyle Williams 79.72138 84.58192 93
## Phil Taylor 57.61432 61.49333 80
## Dontari Poe 77.67966 81.73596 87
## John Jenkins 41.13589 47.35019 75
## Daniel McCullers 23.85646 27.17681 68
## C.J. Mosley 52.28409 56.13526 79
## Dwan Edwards 38.72143 42.38130 75
## Anthony Johnson 40.69570 34.48553 67
## Henry Melton 81.42808 80.01278 83
## B.J. Raji 58.41159 63.22468 81
## Kenrick Ellis 40.87429 46.23729 75
## Ra'Shede Hageman 55.19532 50.79897 73
## Mike Pennel 37.20311 36.16926 69
## Michael Brockers 58.98468 63.39611 80
## Linval Joseph 66.26134 70.13952 84
## Carl Davis 44.90250 42.60837 71
## Matthew Masifilo 32.80112 34.94584 68
## Louis Trinca-Pasat 28.23222 30.73574 62
## Jonathan Babineaux 76.69618 69.11259 83
## Sen'Derrick Marks 83.36833 81.34967 87
## Gabe Wright 48.64612 31.54930 65
## Kawann Short 78.34658 75.21227 83
## Jesse Williams 40.01667 42.26336 71
## Angelo Blackson 36.69305 35.22187 65
## Jabaal Sheard 86.11042 78.87868 84
## A.J. Francis 24.63519 21.65916 62
## Sylvester Williams 61.12228 55.97410 76
## Roy Miller 47.18899 52.27267 75
## Sharrif Floyd 83.15014 82.70606 87
## Tyrunn Walker 74.80887 64.64552 79
## Tom Johnson 61.13785 57.95443 79
## Mitch Unrein 57.31382 57.11769 75
## Devon Still 51.95871 51.71456 73
## Shamar Stephen 34.33323 35.83589 70
## Louis Nix III 40.75525 41.17988 74
## Brandon Williams 60.65663 67.22193 85
## Will Sutton 45.66496 42.97209 72
## Montori Hughes 35.83244 36.42930 70
## Ken Bishop 23.65330 22.88234 63
## Michael Bennett 59.13937 42.96617 69
## Dominique Easley 65.21646 59.89554 75
## Lawrence Virgil 29.80800 30.64229 63
## Marvin Austin Jr. 58.30692 53.14686 72
## Gerald McCoy 91.59568 91.04948 95
## Nick Fairley 81.05172 81.01073 86
## Charles Tuaau 13.15732 14.01448 59
## Jordan Phillips 26.53071 27.10596 65
## Wade Keliikipi 23.87749 27.69965 68
## Ricky Havili-Heimuli 20.71148 23.01614 66
## Sealver Siliga 42.94115 50.10462 79
## Terrance Knighton 75.63764 78.44244 88
## Robert Thomas 17.00783 18.20902 62
## Sammie Hill 53.76641 56.78863 78
## Beau Allen 30.66231 31.76065 69
## Malcom Brown 54.13557 49.63503 72
## Vince Wilfork 66.91087 76.90568 91
## Johnathan Hankins 67.08846 72.38333 86
## Corey Peters 66.82556 65.57632 80
## Colin Cole 39.64867 38.61666 74
## Dan Williams 63.95694 73.76108 88
## [1] 0.06749357 0.34461951 0.14292100 0.16532573 0.27964018
## Acceleration Awareness Agility Finesse Pass Rushing Tackling
## 1 0.09917487 0.2915766 0.1907274 0.2174290 0.2010922
## 2 0.19126454 0.2202867 0.1194375 0.1748965 0.2941147
## 3 0.07688008 0.3063279 0.2054786 0.1304043 0.2809092
## 4 0.19717517 0.2256905 0.1248413 0.2728139 0.1794792
## 5 0.18846045 0.2778289 0.1769797 0.1546727 0.2020582
## [1] 0.2788015 0.2597592 0.4614394
## Tackling Speed Awareness
## 1 0.1976470 0.3815363 0.4208168
## 2 0.2901694 0.2749778 0.4348527
## 3 0.3827014 0.1876838 0.4296147
## 4 0.2392435 0.4431696 0.3175869
## 5 0.3989422 0.2725627 0.3284951